ls
en-es.tmx
from translate.storage.tmx import tmxfile
with open("en-es.tmx", "rb") as f:
tmx_file = tmxfile(f, "en", "es")
source = []
target = []
for node in tmx_file.unit_iter():
source.append( " ".join(node.source.split()) )
target.append( " ".join(node.target.split()) )
print(len(source))
print(len(target))
len(source) == len(target)
405955 405955
True
source[:5]
['Thank you so much, Chris.', "And it's truly a great honor to have the opportunity to come to this stage twice; I'm extremely grateful.", 'I have been blown away by this conference, and I want to thank all of you for the many nice comments about what I had to say the other night.', 'And I say that sincerely, partly because (Mock sob) I need that.', '(Laughter) Put yourselves in my position.']
target[:5]
['Muchas gracias Chris.', 'Y es en verdad un gran honor tener la oportunidad de venir a este escenario por segunda vez. Estoy extremadamente agradecido.', 'He quedado conmovido por esta conferencia, y deseo agradecer a todos ustedes sus amables comentarios acerca de lo que tenía que decir la otra noche.', 'Y digo eso sinceramente, en parte porque -- (Sollozos fingidos) -- ¡lo necesito!', '(Risas) ¡Pónganse en mi posición!']
import pandas as pd
data = pd.DataFrame({ "source": source,
"target": target})
data
| source | target | |
|---|---|---|
| 0 | Thank you so much, Chris. | Muchas gracias Chris. |
| 1 | And it's truly a great honor to have the oppor... | Y es en verdad un gran honor tener la oportuni... |
| 2 | I have been blown away by this conference, and... | He quedado conmovido por esta conferencia, y d... |
| 3 | And I say that sincerely, partly because (Mock... | Y digo eso sinceramente, en parte porque -- (S... |
| 4 | (Laughter) Put yourselves in my position. | (Risas) ¡Pónganse en mi posición! |
| ... | ... | ... |
| 405950 | It was indeed true that the stories of history... | Es cierto que a la historia la contaban los qu... |
| 405951 | My work speaks for those who will no longer le... | y mi trabajo habla por aquellos que ya no van ... |
| 405952 | Today, we stand ready to tell our own stories ... | Hoy, estamos parados, listos para contar nuest... |
| 405953 | But the question still remains: are you prepar... | Pero la pregunta sigue en pie: ¿Están preparad... |
| 405954 | I hope you are, because we are coming regardless. | Espero que lo estén, porque allá vamos de todo... |
405955 rows × 2 columns
data.isnull().any()
source False target False dtype: bool
import re
def simple_processing(text):
text = str(text)
text = text.lower()
text = re.sub(r'[0-9]+', '', text) # eliminar numeros
#normalize
replacements = (
("á", "a"),
("é", "e"),
("í", "i"),
("ó", "o"),
("ú", "u"),
)
for a, b in replacements:
text = text.replace(a, b).replace(a.upper(), b.upper())
signos = ["_","-", "!", "¿", "?", "¡", "#",".", ",", ";", ":", "@", "*", "+", "(", ")", "/", "$", "\n", '•',"'"] + ['xxxx', 'xxx', 'xx']
for i in signos:
if i == "'":
text = text.replace(i, "")
else :
text = text.replace(i, " ")
return " ".join(text.split())
data["source"] = data["source"].apply(simple_processing)
data["target"] = data["target"].apply(simple_processing)
data
| source | target | |
|---|---|---|
| 0 | thank you so much chris | muchas gracias chris |
| 1 | and its truly a great honor to have the opport... | y es en verdad un gran honor tener la oportuni... |
| 2 | i have been blown away by this conference and ... | he quedado conmovido por esta conferencia y de... |
| 3 | and i say that sincerely partly because mock s... | y digo eso sinceramente en parte porque solloz... |
| 4 | laughter put yourselves in my position | risas ponganse en mi posicion |
| ... | ... | ... |
| 405950 | it was indeed true that the stories of history... | es cierto que a la historia la contaban los qu... |
| 405951 | my work speaks for those who will no longer le... | y mi trabajo habla por aquellos que ya no van ... |
| 405952 | today we stand ready to tell our own stories w... | hoy estamos parados listos para contar nuestra... |
| 405953 | but the question still remains are you prepare... | pero la pregunta sigue en pie estan preparados... |
| 405954 | i hope you are because we are coming regardless | espero que lo esten porque alla vamos de todos... |
405955 rows × 2 columns
data.isnull().any()
source False target False dtype: bool
!mkdir Spanish_SBERT
!mkdir Spanish_SBERT\datasets
ls Spanish_SBERT
Volume in drive C is NVMe
Volume Serial Number is 80AD-482E
Directory of C:\Users\josep\Documents\Python Scripts\SBERT\Spanish_SBERT
11/17/2022 07:56 PM <DIR> .
11/17/2022 07:56 PM <DIR> ..
11/17/2022 07:56 PM <DIR> datasets
0 File(s) 0 bytes
3 Dir(s) 319,105,437,696 bytes free
ls Spanish_SBERT\datasets
Volume in drive C is NVMe
Volume Serial Number is 80AD-482E
Directory of C:\Users\josep\Documents\Python Scripts\SBERT\Spanish_SBERT\datasets
11/17/2022 07:56 PM <DIR> .
11/17/2022 07:56 PM <DIR> ..
0 File(s) 0 bytes
2 Dir(s) 319,105,372,160 bytes free
for i in range(5):
data = data.sample( frac = 1 , ignore_index = True)
n_95 = int(data.shape[0]*0.95)
n_95
385657
data_train = data.iloc[ : n_95 , :]
data_dev = data.iloc[ n_95 : , :]
data_dev.shape
(20298, 2)
ns = [15,25,50,75,100]
for n in ns:
data_sample = data_train.sample(frac = n/100).reset_index(drop=True).dropna()
data_sample.to_csv("Spanish_SBERT/datasets/en-es-tsv_train_sample_{}.tsv".format(n), sep = "\t", index = False)
data_dev.to_csv("Spanish_SBERT/datasets/en-es-tsv_dev.tsv", sep = "\t", index = False)
ls Spanish_SBERT\datasets
Volume in drive C is NVMe
Volume Serial Number is 80AD-482E
Directory of C:\Users\josep\Documents\Python Scripts\SBERT\Spanish_SBERT\datasets
11/17/2022 07:56 PM <DIR> .
11/17/2022 07:56 PM <DIR> ..
11/17/2022 07:56 PM 3,903,902 en-es-tsv_dev.tsv
11/17/2022 07:56 PM 73,691,688 en-es-tsv_train_sample_100.tsv
11/17/2022 07:56 PM 11,059,859 en-es-tsv_train_sample_15.tsv
11/17/2022 07:56 PM 18,380,520 en-es-tsv_train_sample_25.tsv
11/17/2022 07:56 PM 36,859,594 en-es-tsv_train_sample_50.tsv
11/17/2022 07:56 PM 55,222,448 en-es-tsv_train_sample_75.tsv
6 File(s) 199,118,011 bytes
2 Dir(s) 318,906,101,760 bytes free
from sentence_transformers import SentenceTransformer, LoggingHandler, models, evaluation, losses
from torch.utils.data import DataLoader
from sentence_transformers.datasets import ParallelSentencesDataset
from datetime import datetime
import os
import logging
import sentence_transformers.util
import csv
import gzip
from tqdm.autonotebook import tqdm
import numpy as np
import zipfile
import io
import pandas as pd
C:\Users\josep\anaconda3\envs\nlp-39\lib\site-packages\tqdm\auto.py:22: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html from .autonotebook import tqdm as notebook_tqdm
logging.basicConfig(format='%(asctime)s - %(message)s',
datefmt='%Y-%m-%d %H:%M:%S',
level=logging.INFO,
handlers=[LoggingHandler()])
logger = logging.getLogger(__name__)
#teacher_model_name = 'paraphrase-distilroberta-base-v2' #Our monolingual teacher model, we want to convert to multiple languages
#student_model_name = 'xlm-roberta-base' #Multilingual base model we use to imitate the teacher model
teacher_model_name = 'all-mpnet-base-v2' #768 dim #Our monolingual teacher model, we want to convert to multiple languages
student_model_name = 'Spanish_SBERT/modelos_entrenados/Spanish_SBERT_100' #Multilingual base model we use to imitate the teacher model
max_seq_length = 128 #Student model max. lengths for inputs (number of word pieces)
train_batch_size = 64 #Batch size for training
inference_batch_size = 64 #Batch size at inference
max_sentences_per_language = 500000 #Maximum number of parallel sentences for training
train_max_sentence_length = 250 #Maximum length (characters) for parallel training sentences
#num_epochs = 5 #Train for x epochs
num_epochs = 10 #Train for x epochs
num_warmup_steps = 10000 #Warumup steps
num_evaluation_steps = 1000 #Evaluate performance after every xxxx steps
dev_sentences = 1000 #Number of parallel sentences to be used for development
# Define the language codes you would like to extend the model to
source_languages = set(['en']) # Our teacher model accepts English (en) sentences
target_languages = set(['es']) # We want to extend the model to these new languages. For language codes, see the header of the train file
output_path = "output/make-multilingual-"+"-".join(sorted(list(source_languages))+sorted(list(target_languages)))+"-"+datetime.now().strftime("%Y-%m-%d_%H-%M-%S")
# This function downloads a corpus if it does not exist
def download_corpora(filepaths):
if not isinstance(filepaths, list):
filepaths = [filepaths]
for filepath in filepaths:
if not os.path.exists(filepath):
print(filepath, "does not exists. Try to download from server")
filename = os.path.basename(filepath)
url = "https://sbert.net/datasets/" + filename
sentence_transformers.util.http_get(url, filepath)
else :
print(filepath, "found succesfully")
# Here we define train train and dev corpora
train_corpus = "Spanish_SBERT/datasets/en-es-tsv_train_sample_100.tsv" # Transcripts of TED talks, crawled 2020
dev_corpus = "Spanish_SBERT/datasets/en-es-tsv_dev.tsv"
sts_corpus = "Spanish_SBERT/datasets/STS2017-extended.zip" # Extended STS2017 dataset for more languages
parallel_sentences_folder = "Spanish_SBERT/parallel-sentences/"
# Check if the file exists. If not, they are downloaded
download_corpora([train_corpus, sts_corpus])
os.makedirs( parallel_sentences_folder, exist_ok = True )
train_files = []
dev_files = []
files_to_create = []
Spanish_SBERT/datasets/en-es-tsv_train_sample_100.tsv found succesfully Spanish_SBERT/datasets/STS2017-extended.zip found succesfully
'''
for source_lang in source_languages:
for target_lang in target_languages:
output_filename_train = os.path.join(parallel_sentences_folder, "TED2020-{}-{}-train.tsv.gz".format(source_lang, target_lang))
output_filename_dev = os.path.join(parallel_sentences_folder, "TED2020-{}-{}-dev.tsv.gz".format(source_lang, target_lang))
train_files.append(output_filename_train)
dev_files.append(output_filename_dev)
if not os.path.exists(output_filename_train) or not os.path.exists(output_filename_dev):
files_to_create.append({'src_lang': source_lang, 'trg_lang': target_lang,
'fTrain': gzip.open(output_filename_train, 'wt', encoding='utf8'),
'fDev': gzip.open(output_filename_dev, 'wt', encoding='utf8'),
'devCount': 0
})
'''
'\nfor source_lang in source_languages:\n for target_lang in target_languages:\n output_filename_train = os.path.join(parallel_sentences_folder, "TED2020-{}-{}-train.tsv.gz".format(source_lang, target_lang))\n output_filename_dev = os.path.join(parallel_sentences_folder, "TED2020-{}-{}-dev.tsv.gz".format(source_lang, target_lang))\n train_files.append(output_filename_train)\n dev_files.append(output_filename_dev)\n if not os.path.exists(output_filename_train) or not os.path.exists(output_filename_dev):\n files_to_create.append({\'src_lang\': source_lang, \'trg_lang\': target_lang,\n \'fTrain\': gzip.open(output_filename_train, \'wt\', encoding=\'utf8\'),\n \'fDev\': gzip.open(output_filename_dev, \'wt\', encoding=\'utf8\'),\n \'devCount\': 0\n })\n'
'''
if len(files_to_create) > 0:
print("Parallel sentences files {} do not exist. Create these files now".format(", ".join(map(lambda x: x['src_lang']+"-"+x['trg_lang'], files_to_create))))
with gzip.open(train_corpus, 'rt', encoding='utf8') as fIn:
reader = csv.DictReader(fIn, delimiter='\t', quoting=csv.QUOTE_NONE)
for line in tqdm(reader, desc="Sentences"):
for outfile in files_to_create:
src_text = line[outfile['src_lang']].strip()
trg_text = line[outfile['trg_lang']].strip()
if src_text != "" and trg_text != "":
if outfile['devCount'] < dev_sentences:
outfile['devCount'] += 1
fOut = outfile['fDev']
else:
fOut = outfile['fTrain']
fOut.write("{}\t{}\n".format(src_text, trg_text))
for outfile in files_to_create:
outfile['fTrain'].close()
outfile['fDev'].close()
'''
'\nif len(files_to_create) > 0:\n print("Parallel sentences files {} do not exist. Create these files now".format(", ".join(map(lambda x: x[\'src_lang\']+"-"+x[\'trg_lang\'], files_to_create))))\n with gzip.open(train_corpus, \'rt\', encoding=\'utf8\') as fIn:\n reader = csv.DictReader(fIn, delimiter=\'\t\', quoting=csv.QUOTE_NONE)\n for line in tqdm(reader, desc="Sentences"):\n for outfile in files_to_create:\n src_text = line[outfile[\'src_lang\']].strip()\n trg_text = line[outfile[\'trg_lang\']].strip()\n\n if src_text != "" and trg_text != "":\n if outfile[\'devCount\'] < dev_sentences:\n outfile[\'devCount\'] += 1\n fOut = outfile[\'fDev\']\n else:\n fOut = outfile[\'fTrain\']\n\n fOut.write("{}\t{}\n".format(src_text, trg_text))\n\n for outfile in files_to_create:\n outfile[\'fTrain\'].close()\n outfile[\'fDev\'].close()\n'
train_files.append(train_corpus)
dev_files.append(dev_corpus)
######## Start the extension of the teacher model to multiple languages ########
logger.info("Load teacher model")
teacher_model = SentenceTransformer(teacher_model_name)
logger.info("Create student model from scratch")
word_embedding_model = models.Transformer(student_model_name, max_seq_length=max_seq_length)
# Apply mean pooling to get one fixed sized sentence vector
pooling_model = models.Pooling(word_embedding_model.get_word_embedding_dimension())
student_model = SentenceTransformer(modules=[word_embedding_model, pooling_model])
###### Read Parallel Sentences Dataset ######
train_data = ParallelSentencesDataset(student_model=student_model, teacher_model=teacher_model, batch_size=inference_batch_size, use_embedding_cache=True)
for train_file in train_files:
train_data.load_data(train_file, max_sentences=max_sentences_per_language, max_sentence_length=train_max_sentence_length)
train_dataloader = DataLoader(train_data, shuffle=True, batch_size=train_batch_size)
train_loss = losses.MSELoss(model=student_model)
2022-11-22 20:59:39 - Load teacher model 2022-11-22 20:59:39 - Load pretrained SentenceTransformer: all-mpnet-base-v2 2022-11-22 20:59:40 - Use pytorch device: cuda 2022-11-22 20:59:40 - Create student model from scratch 2022-11-22 20:59:41 - Use pytorch device: cuda 2022-11-22 20:59:41 - Load Spanish_SBERT/datasets/en-es-tsv_train_sample_100.tsv
#### Evaluate cross-lingual performance on different tasks #####
#evaluators = [] #evaluators has a list of different evaluator classes we call periodically
#for dev_file in dev_files:
# logger.info("Create evaluator for " + dev_file)
# src_sentences = []
# trg_sentences = []
# with gzip.open(dev_file, 'rt', encoding='utf8') as fIn:
# for line in fIn:
# splits = line.strip().split('\t')
# if splits[0] != "" and splits[1] != "":
# src_sentences.append(splits[0])
# trg_sentences.append(splits[1])
# #Mean Squared Error (MSE) measures the (euclidean) distance between teacher and student embeddings
# dev_mse = evaluation.MSEEvaluator(src_sentences, trg_sentences, name=os.path.basename(dev_file), teacher_model=teacher_model, batch_size=inference_batch_size)
# evaluators.append(dev_mse)
# # TranslationEvaluator computes the embeddings for all parallel sentences. It then check if the embedding of source[i] is the closest to target[i] out of all available target sentences
# dev_trans_acc = evaluation.TranslationEvaluator(src_sentences, trg_sentences, name=os.path.basename(dev_file),batch_size=inference_batch_size)
# evaluators.append(dev_trans_acc)
evaluators = [] #evaluators has a list of different evaluator classes we call periodically
dev_file = dev_files[0]
logger.info("Create evaluator for " + dev_file)
src_sentences = []
trg_sentences = []
dev_data = pd.read_csv( dev_files[0] , sep = '\t' )
for source, target in zip( dev_data['source'], dev_data['target'] ):
src_sentences.append(source)
trg_sentences.append(target)
#Mean Squared Error (MSE) measures the (euclidean) distance between teacher and student embeddings
dev_mse = evaluation.MSEEvaluator(src_sentences, trg_sentences, name=os.path.basename(dev_file), teacher_model=teacher_model, batch_size=inference_batch_size)
evaluators.append(dev_mse)
# TranslationEvaluator computes the embeddings for all parallel sentences. It then check if the embedding of source[i] is the closest to target[i] out of all available target sentences
dev_trans_acc = evaluation.TranslationEvaluator(src_sentences, trg_sentences, name=os.path.basename(dev_file),batch_size=inference_batch_size)
evaluators.append(dev_trans_acc)
2022-11-22 20:59:43 - Create evaluator for Spanish_SBERT/datasets/en-es-tsv_dev.tsv
dev_data = pd.read_csv( dev_files[0] , sep = '\t' )
print(dev_data.shape)
dev_data.head()
(20298, 2)
| source | target | |
|---|---|---|
| 0 | and its meant to kind of reflect how we engage... | y esto pretende reflejar de algun modo como no... |
| 1 | so there are two big issues here | asi que hay dos grandes problemas |
| 2 | adorno used to say "intolerance of ambiguity i... | adorno solia decir "la intolerancia a la ambig... |
| 3 | so we walked around the backside to see what w... | entonces caminamos a la parte de atras para ve... |
| 4 | i just cant get over this that youve got these... | simplemente no dejo de impresionarme por esto ... |
train_data = pd.read_csv( train_files[0] , sep = '\t' )
print(train_data.shape)
train_data.head()
(385657, 2)
| source | target | |
|---|---|---|
| 0 | psychologists medical scientists economists we... | psicologos investigadores medicos y economista... |
| 1 | and you have to understand this is not how it ... | y hay que entender que esta no es la manera co... |
| 2 | in tuscaloosa at the university of alabama the... | en tuscaloosa en la universidad de alabama hay... |
| 3 | then she said "the second thing i want you to ... | luego me dijo "lo segundo que quiero que me pr... |
| 4 | white objects reflect all colors of light whil... | los objetos blancos reflejan todos los colores... |
dev_files[0]
'Spanish_SBERT/datasets/en-es-tsv_dev.tsv'
##### Read cross-lingual Semantic Textual Similarity (STS) data ####
all_languages = list(set(list(source_languages)+list(target_languages)))
sts_data = {}
#Open the ZIP File of STS2017-extended.zip and check for which language combinations we have STS data
with zipfile.ZipFile(sts_corpus) as zip:
filelist = zip.namelist()
sts_files = []
for i in range(len(all_languages)):
for j in range(i, len(all_languages)):
lang1 = all_languages[i]
lang2 = all_languages[j]
filepath = 'STS2017-extended/STS.{}-{}.txt'.format(lang1, lang2)
if filepath not in filelist:
lang1, lang2 = lang2, lang1
filepath = 'STS2017-extended/STS.{}-{}.txt'.format(lang1, lang2)
if filepath in filelist:
filename = os.path.basename(filepath)
sts_data[filename] = {'sentences1': [], 'sentences2': [], 'scores': []}
fIn = zip.open(filepath)
for line in io.TextIOWrapper(fIn, 'utf8'):
sent1, sent2, score = line.strip().split("\t")
score = float(score)
sts_data[filename]['sentences1'].append(sent1)
sts_data[filename]['sentences2'].append(sent2)
sts_data[filename]['scores'].append(score)
for filename, data in sts_data.items():
test_evaluator = evaluation.EmbeddingSimilarityEvaluator(data['sentences1'], data['sentences2'], data['scores'], batch_size=inference_batch_size, name=filename, show_progress_bar=False)
evaluators.append(test_evaluator)
train_dataloader
<torch.utils.data.dataloader.DataLoader at 0x180491eae80>
ls
Volume in drive C is NVMe
Volume Serial Number is 80AD-482E
Directory of C:\Users\josep\Documents\Python Scripts\SBERT
11/22/2022 08:59 PM <DIR> .
11/17/2022 03:47 PM <DIR> ..
11/22/2022 08:57 PM <DIR> .ipynb_checkpoints
12/03/2020 12:58 AM 122,976,777 en-es.tmx
11/14/2022 11:13 AM 32,737,526 en-es.tmx.gz
11/17/2022 08:01 PM <DIR> output
11/17/2022 07:57 PM <DIR> Spanish_SBERT
11/17/2022 03:49 PM 138,165 spanish_SBERT.ipynb
11/21/2022 12:20 AM 58,577 Spanish_SBERT_new - Copy.ipynb
11/22/2022 03:24 PM 25,118,608 Spanish_SBERT_new.ipynb
11/22/2022 08:59 PM 25,118,897 Spanish_SBERT_new_v2.ipynb
11/22/2022 08:36 PM 28,965 Untitled.ipynb
7 File(s) 206,177,515 bytes
5 Dir(s) 276,518,797,312 bytes free
!mkdir Spanish_SBERT\modelos_entrenados
!mkdir Spanish_SBERT\modelos_entrenados\Spanish_SBERT_100
A subdirectory or file Spanish_SBERT\modelos_entrenados already exists. A subdirectory or file Spanish_SBERT\modelos_entrenados\Spanish_SBERT_100 already exists.
from time import time
t1 = time()
# Train the model
student_model.fit(train_objectives=[(train_dataloader, train_loss)],
evaluator=evaluation.SequentialEvaluator(evaluators, main_score_function=lambda scores: np.mean(scores)),
epochs=num_epochs,
warmup_steps=num_warmup_steps,
evaluation_steps=num_evaluation_steps,
output_path=output_path,
save_best_model=True,
#optimizer_params= {'lr': 2e-5, 'eps': 1e-6, 'correct_bias': False}
optimizer_params= {'lr': 2e-5, 'eps': 1e-6}
)
t2 = time()
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2022-11-22 21:25:27 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 0 after 1000 steps: 2022-11-22 21:25:27 - MSE (*100): 0.080668 2022-11-22 21:25:27 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 0 after 1000 steps:
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2022-11-22 21:29:20 - Accuracy src2trg: 89.18 2022-11-22 21:29:20 - Accuracy trg2src: 88.20 2022-11-22 21:29:20 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 0 after 1000 steps:
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2022-11-22 21:29:27 - Cosine-Similarity : Pearson: 0.6608 Spearman: 0.7028 2022-11-22 21:29:27 - Manhattan-Distance: Pearson: 0.6715 Spearman: 0.6777 2022-11-22 21:29:27 - Euclidean-Distance: Pearson: 0.6700 Spearman: 0.6754 2022-11-22 21:29:27 - Dot-Product-Similarity: Pearson: 0.5935 Spearman: 0.5990 2022-11-22 21:29:27 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 0 after 1000 steps:
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2022-11-22 21:29:28 - Cosine-Similarity : Pearson: 0.5448 Spearman: 0.5624 2022-11-22 21:29:28 - Manhattan-Distance: Pearson: 0.5528 Spearman: 0.5367 2022-11-22 21:29:28 - Euclidean-Distance: Pearson: 0.5532 Spearman: 0.5368 2022-11-22 21:29:28 - Dot-Product-Similarity: Pearson: 0.4341 Spearman: 0.4397 2022-11-22 21:29:28 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 0 after 1000 steps:
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2022-11-22 21:29:28 - Cosine-Similarity : Pearson: 0.6925 Spearman: 0.7365 2022-11-22 21:29:28 - Manhattan-Distance: Pearson: 0.7259 Spearman: 0.7173 2022-11-22 21:29:28 - Euclidean-Distance: Pearson: 0.7246 Spearman: 0.7168 2022-11-22 21:29:28 - Dot-Product-Similarity: Pearson: 0.5546 Spearman: 0.5806 2022-11-22 21:29:28 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-22 23:05:16 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 0 after 2000 steps: 2022-11-22 23:05:16 - MSE (*100): 0.080778 2022-11-22 23:05:16 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 0 after 2000 steps:
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2022-11-22 23:05:38 - Accuracy src2trg: 89.20 2022-11-22 23:05:38 - Accuracy trg2src: 88.30 2022-11-22 23:05:38 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 0 after 2000 steps:
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2022-11-22 23:05:38 - Cosine-Similarity : Pearson: 0.6628 Spearman: 0.7042 2022-11-22 23:05:38 - Manhattan-Distance: Pearson: 0.6703 Spearman: 0.6761 2022-11-22 23:05:38 - Euclidean-Distance: Pearson: 0.6690 Spearman: 0.6739 2022-11-22 23:05:38 - Dot-Product-Similarity: Pearson: 0.5913 Spearman: 0.5967 2022-11-22 23:05:38 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 0 after 2000 steps:
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2022-11-22 23:05:39 - Cosine-Similarity : Pearson: 0.5484 Spearman: 0.5674 2022-11-22 23:05:39 - Manhattan-Distance: Pearson: 0.5519 Spearman: 0.5358 2022-11-22 23:05:39 - Euclidean-Distance: Pearson: 0.5525 Spearman: 0.5359 2022-11-22 23:05:39 - Dot-Product-Similarity: Pearson: 0.4334 Spearman: 0.4453 2022-11-22 23:05:39 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 0 after 2000 steps:
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2022-11-22 23:05:39 - Cosine-Similarity : Pearson: 0.6934 Spearman: 0.7365 2022-11-22 23:05:39 - Manhattan-Distance: Pearson: 0.7245 Spearman: 0.7157 2022-11-22 23:05:39 - Euclidean-Distance: Pearson: 0.7233 Spearman: 0.7143 2022-11-22 23:05:39 - Dot-Product-Similarity: Pearson: 0.5504 Spearman: 0.5771 2022-11-22 23:05:39 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-22 23:09:43 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 0 after 3000 steps: 2022-11-22 23:09:43 - MSE (*100): 0.080954 2022-11-22 23:09:43 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 0 after 3000 steps:
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2022-11-22 23:10:03 - Accuracy src2trg: 89.15 2022-11-22 23:10:03 - Accuracy trg2src: 88.24 2022-11-22 23:10:03 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 0 after 3000 steps:
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2022-11-22 23:10:04 - Cosine-Similarity : Pearson: 0.6608 Spearman: 0.7019 2022-11-22 23:10:04 - Manhattan-Distance: Pearson: 0.6707 Spearman: 0.6767 2022-11-22 23:10:04 - Euclidean-Distance: Pearson: 0.6692 Spearman: 0.6731 2022-11-22 23:10:04 - Dot-Product-Similarity: Pearson: 0.5966 Spearman: 0.6007 2022-11-22 23:10:04 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 0 after 3000 steps:
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2022-11-22 23:10:04 - Cosine-Similarity : Pearson: 0.5455 Spearman: 0.5641 2022-11-22 23:10:04 - Manhattan-Distance: Pearson: 0.5534 Spearman: 0.5376 2022-11-22 23:10:04 - Euclidean-Distance: Pearson: 0.5535 Spearman: 0.5367 2022-11-22 23:10:04 - Dot-Product-Similarity: Pearson: 0.4322 Spearman: 0.4392 2022-11-22 23:10:04 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 0 after 3000 steps:
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2022-11-22 23:13:45 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 0 after 4000 steps: 2022-11-22 23:13:45 - MSE (*100): 0.080916 2022-11-22 23:13:45 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 0 after 4000 steps:
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2022-11-22 23:14:05 - Accuracy src2trg: 89.22 2022-11-22 23:14:05 - Accuracy trg2src: 88.26 2022-11-22 23:14:05 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 0 after 4000 steps:
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2022-11-22 23:14:06 - Cosine-Similarity : Pearson: 0.6633 Spearman: 0.7035 2022-11-22 23:14:06 - Manhattan-Distance: Pearson: 0.6730 Spearman: 0.6792 2022-11-22 23:14:06 - Euclidean-Distance: Pearson: 0.6717 Spearman: 0.6779 2022-11-22 23:14:06 - Dot-Product-Similarity: Pearson: 0.5881 Spearman: 0.5926 2022-11-22 23:14:06 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 0 after 4000 steps:
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2022-11-22 23:14:06 - Cosine-Similarity : Pearson: 0.5463 Spearman: 0.5646 2022-11-22 23:14:06 - Manhattan-Distance: Pearson: 0.5535 Spearman: 0.5385 2022-11-22 23:14:06 - Euclidean-Distance: Pearson: 0.5539 Spearman: 0.5361 2022-11-22 23:14:06 - Dot-Product-Similarity: Pearson: 0.4290 Spearman: 0.4349 2022-11-22 23:14:06 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 0 after 4000 steps:
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2022-11-22 23:17:44 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 0 after 5000 steps: 2022-11-22 23:17:44 - MSE (*100): 0.080938 2022-11-22 23:17:44 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 0 after 5000 steps:
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2022-11-22 23:18:04 - Accuracy src2trg: 89.37 2022-11-22 23:18:04 - Accuracy trg2src: 88.34 2022-11-22 23:18:04 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 0 after 5000 steps:
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2022-11-22 23:18:05 - Cosine-Similarity : Pearson: 0.6595 Spearman: 0.7007 2022-11-22 23:18:05 - Manhattan-Distance: Pearson: 0.6707 Spearman: 0.6774 2022-11-22 23:18:05 - Euclidean-Distance: Pearson: 0.6691 Spearman: 0.6753 2022-11-22 23:18:05 - Dot-Product-Similarity: Pearson: 0.5915 Spearman: 0.6001 2022-11-22 23:18:05 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 0 after 5000 steps:
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2022-11-22 23:22:22 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 0 after 6000 steps: 2022-11-22 23:22:22 - MSE (*100): 0.080876 2022-11-22 23:22:22 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 0 after 6000 steps:
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2022-11-22 23:22:46 - Accuracy src2trg: 89.23 2022-11-22 23:22:46 - Accuracy trg2src: 88.27 2022-11-22 23:22:46 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 0 after 6000 steps:
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2022-11-22 23:22:47 - Cosine-Similarity : Pearson: 0.6614 Spearman: 0.7011 2022-11-22 23:22:47 - Manhattan-Distance: Pearson: 0.6747 Spearman: 0.6831 2022-11-22 23:22:47 - Euclidean-Distance: Pearson: 0.6733 Spearman: 0.6805 2022-11-22 23:22:47 - Dot-Product-Similarity: Pearson: 0.5971 Spearman: 0.6007 2022-11-22 23:22:47 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 0 after 6000 steps:
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2022-11-22 23:22:47 - Cosine-Similarity : Pearson: 0.5471 Spearman: 0.5645 2022-11-22 23:22:47 - Manhattan-Distance: Pearson: 0.5556 Spearman: 0.5416 2022-11-22 23:22:47 - Euclidean-Distance: Pearson: 0.5565 Spearman: 0.5423 2022-11-22 23:22:47 - Dot-Product-Similarity: Pearson: 0.4427 Spearman: 0.4450 2022-11-22 23:22:47 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 0 after 6000 steps:
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2022-11-22 23:27:11 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 0 after 7000 steps: 2022-11-22 23:27:11 - MSE (*100): 0.081005 2022-11-22 23:27:11 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 0 after 7000 steps:
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2022-11-22 23:27:35 - Accuracy src2trg: 89.13 2022-11-22 23:27:35 - Accuracy trg2src: 88.17 2022-11-22 23:27:35 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 0 after 7000 steps:
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2022-11-22 23:27:35 - Cosine-Similarity : Pearson: 0.6632 Spearman: 0.7023 2022-11-22 23:27:35 - Manhattan-Distance: Pearson: 0.6731 Spearman: 0.6786 2022-11-22 23:27:35 - Euclidean-Distance: Pearson: 0.6718 Spearman: 0.6764 2022-11-22 23:27:35 - Dot-Product-Similarity: Pearson: 0.5986 Spearman: 0.6050 2022-11-22 23:27:35 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 0 after 7000 steps:
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2022-11-22 23:27:36 - Cosine-Similarity : Pearson: 0.5487 Spearman: 0.5703 2022-11-22 23:27:36 - Manhattan-Distance: Pearson: 0.5561 Spearman: 0.5413 2022-11-22 23:27:36 - Euclidean-Distance: Pearson: 0.5568 Spearman: 0.5388 2022-11-22 23:27:36 - Dot-Product-Similarity: Pearson: 0.4340 Spearman: 0.4389 2022-11-22 23:27:36 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 0 after 7000 steps:
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2022-11-22 23:31:58 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 0 after 8000 steps: 2022-11-22 23:31:58 - MSE (*100): 0.080883 2022-11-22 23:31:58 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 0 after 8000 steps:
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2022-11-22 23:32:22 - Accuracy src2trg: 89.11 2022-11-22 23:32:22 - Accuracy trg2src: 88.27 2022-11-22 23:32:22 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 0 after 8000 steps:
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2022-11-22 23:32:22 - Cosine-Similarity : Pearson: 0.6620 Spearman: 0.7036 2022-11-22 23:32:22 - Manhattan-Distance: Pearson: 0.6713 Spearman: 0.6775 2022-11-22 23:32:22 - Euclidean-Distance: Pearson: 0.6699 Spearman: 0.6761 2022-11-22 23:32:22 - Dot-Product-Similarity: Pearson: 0.5946 Spearman: 0.6002 2022-11-22 23:32:22 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 0 after 8000 steps:
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2022-11-22 23:36:50 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 0 after 9000 steps: 2022-11-22 23:36:50 - MSE (*100): 0.080882 2022-11-22 23:36:50 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 0 after 9000 steps:
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2022-11-22 23:37:14 - Accuracy src2trg: 89.23 2022-11-22 23:37:14 - Accuracy trg2src: 88.47 2022-11-22 23:37:14 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 0 after 9000 steps:
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2022-11-22 23:37:15 - Cosine-Similarity : Pearson: 0.6612 Spearman: 0.7045 2022-11-22 23:37:15 - Manhattan-Distance: Pearson: 0.6745 Spearman: 0.6810 2022-11-22 23:37:15 - Euclidean-Distance: Pearson: 0.6731 Spearman: 0.6788 2022-11-22 23:37:15 - Dot-Product-Similarity: Pearson: 0.5879 Spearman: 0.5929 2022-11-22 23:37:15 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 0 after 9000 steps:
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2022-11-22 23:37:15 - Cosine-Similarity : Pearson: 0.5492 Spearman: 0.5702 2022-11-22 23:37:15 - Manhattan-Distance: Pearson: 0.5562 Spearman: 0.5438 2022-11-22 23:37:15 - Euclidean-Distance: Pearson: 0.5573 Spearman: 0.5433 2022-11-22 23:37:15 - Dot-Product-Similarity: Pearson: 0.4377 Spearman: 0.4499 2022-11-22 23:37:15 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 0 after 9000 steps:
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2022-11-22 23:37:15 - Cosine-Similarity : Pearson: 0.6930 Spearman: 0.7348 2022-11-22 23:37:15 - Manhattan-Distance: Pearson: 0.7255 Spearman: 0.7173 2022-11-22 23:37:15 - Euclidean-Distance: Pearson: 0.7241 Spearman: 0.7169 2022-11-22 23:37:15 - Dot-Product-Similarity: Pearson: 0.5578 Spearman: 0.5835 2022-11-22 23:37:15 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-22 23:41:44 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 0 after 10000 steps: 2022-11-22 23:41:44 - MSE (*100): 0.080813 2022-11-22 23:41:44 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 0 after 10000 steps:
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2022-11-22 23:42:08 - Accuracy src2trg: 89.24 2022-11-22 23:42:08 - Accuracy trg2src: 88.49 2022-11-22 23:42:08 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 0 after 10000 steps:
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2022-11-22 23:42:09 - Cosine-Similarity : Pearson: 0.6650 Spearman: 0.7028 2022-11-22 23:42:09 - Manhattan-Distance: Pearson: 0.6750 Spearman: 0.6809 2022-11-22 23:42:09 - Euclidean-Distance: Pearson: 0.6736 Spearman: 0.6799 2022-11-22 23:42:09 - Dot-Product-Similarity: Pearson: 0.6019 Spearman: 0.6065 2022-11-22 23:42:09 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 0 after 10000 steps:
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2022-11-22 23:42:09 - Cosine-Similarity : Pearson: 0.5494 Spearman: 0.5704 2022-11-22 23:42:09 - Manhattan-Distance: Pearson: 0.5584 Spearman: 0.5469 2022-11-22 23:42:09 - Euclidean-Distance: Pearson: 0.5592 Spearman: 0.5470 2022-11-22 23:42:09 - Dot-Product-Similarity: Pearson: 0.4447 Spearman: 0.4513 2022-11-22 23:42:09 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 0 after 10000 steps:
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2022-11-22 23:42:09 - Cosine-Similarity : Pearson: 0.6893 Spearman: 0.7358 2022-11-22 23:42:09 - Manhattan-Distance: Pearson: 0.7240 Spearman: 0.7198 2022-11-22 23:42:09 - Euclidean-Distance: Pearson: 0.7224 Spearman: 0.7183 2022-11-22 23:42:09 - Dot-Product-Similarity: Pearson: 0.5619 Spearman: 0.5879
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2022-11-22 23:46:24 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 0 after 11000 steps: 2022-11-22 23:46:24 - MSE (*100): 0.080459 2022-11-22 23:46:24 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 0 after 11000 steps:
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2022-11-22 23:46:45 - Accuracy src2trg: 89.54 2022-11-22 23:46:45 - Accuracy trg2src: 88.70 2022-11-22 23:46:45 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 0 after 11000 steps:
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2022-11-22 23:46:45 - Cosine-Similarity : Pearson: 0.6690 Spearman: 0.7061 2022-11-22 23:46:45 - Manhattan-Distance: Pearson: 0.6803 Spearman: 0.6847 2022-11-22 23:46:45 - Euclidean-Distance: Pearson: 0.6790 Spearman: 0.6828 2022-11-22 23:46:45 - Dot-Product-Similarity: Pearson: 0.5931 Spearman: 0.5970 2022-11-22 23:46:46 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 0 after 11000 steps:
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2022-11-22 23:46:46 - Cosine-Similarity : Pearson: 0.5509 Spearman: 0.5696 2022-11-22 23:46:46 - Manhattan-Distance: Pearson: 0.5577 Spearman: 0.5417 2022-11-22 23:46:46 - Euclidean-Distance: Pearson: 0.5593 Spearman: 0.5428 2022-11-22 23:46:46 - Dot-Product-Similarity: Pearson: 0.4468 Spearman: 0.4494 2022-11-22 23:46:46 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 0 after 11000 steps:
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2022-11-22 23:46:46 - Cosine-Similarity : Pearson: 0.6973 Spearman: 0.7440 2022-11-22 23:46:46 - Manhattan-Distance: Pearson: 0.7295 Spearman: 0.7235 2022-11-22 23:46:46 - Euclidean-Distance: Pearson: 0.7281 Spearman: 0.7216 2022-11-22 23:46:46 - Dot-Product-Similarity: Pearson: 0.5558 Spearman: 0.5822 2022-11-22 23:46:46 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-22 23:49:00 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset after epoch 0: 2022-11-22 23:49:00 - MSE (*100): 0.080489 2022-11-22 23:49:00 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset after epoch 0:
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2022-11-22 23:49:20 - Accuracy src2trg: 89.56 2022-11-22 23:49:20 - Accuracy trg2src: 88.72 2022-11-22 23:49:20 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset after epoch 0:
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2022-11-22 23:49:20 - Cosine-Similarity : Pearson: 0.6683 Spearman: 0.7052 2022-11-22 23:49:20 - Manhattan-Distance: Pearson: 0.6726 Spearman: 0.6787 2022-11-22 23:49:20 - Euclidean-Distance: Pearson: 0.6717 Spearman: 0.6756 2022-11-22 23:49:20 - Dot-Product-Similarity: Pearson: 0.5940 Spearman: 0.6041 2022-11-22 23:49:20 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset after epoch 0:
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2022-11-22 23:49:21 - Cosine-Similarity : Pearson: 0.5574 Spearman: 0.5718 2022-11-22 23:49:21 - Manhattan-Distance: Pearson: 0.5598 Spearman: 0.5431 2022-11-22 23:49:21 - Euclidean-Distance: Pearson: 0.5599 Spearman: 0.5425 2022-11-22 23:49:21 - Dot-Product-Similarity: Pearson: 0.4432 Spearman: 0.4545 2022-11-22 23:49:21 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset after epoch 0:
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2022-11-22 23:49:21 - Cosine-Similarity : Pearson: 0.7039 Spearman: 0.7448 2022-11-22 23:49:21 - Manhattan-Distance: Pearson: 0.7312 Spearman: 0.7233 2022-11-22 23:49:21 - Euclidean-Distance: Pearson: 0.7302 Spearman: 0.7215 2022-11-22 23:49:21 - Dot-Product-Similarity: Pearson: 0.5706 Spearman: 0.5964 2022-11-22 23:49:21 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-22 23:52:46 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 1 after 1000 steps: 2022-11-22 23:52:46 - MSE (*100): 0.080278 2022-11-22 23:52:46 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 1 after 1000 steps:
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2022-11-22 23:53:06 - Accuracy src2trg: 89.66 2022-11-22 23:53:06 - Accuracy trg2src: 88.72 2022-11-22 23:53:06 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 1 after 1000 steps:
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2022-11-22 23:53:07 - Cosine-Similarity : Pearson: 0.6679 Spearman: 0.7083 2022-11-22 23:53:07 - Manhattan-Distance: Pearson: 0.6822 Spearman: 0.6900 2022-11-22 23:53:07 - Euclidean-Distance: Pearson: 0.6807 Spearman: 0.6881 2022-11-22 23:53:07 - Dot-Product-Similarity: Pearson: 0.5970 Spearman: 0.6042 2022-11-22 23:53:07 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 1 after 1000 steps:
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2022-11-22 23:53:07 - Cosine-Similarity : Pearson: 0.5538 Spearman: 0.5719 2022-11-22 23:53:07 - Manhattan-Distance: Pearson: 0.5670 Spearman: 0.5534 2022-11-22 23:53:07 - Euclidean-Distance: Pearson: 0.5672 Spearman: 0.5521 2022-11-22 23:53:07 - Dot-Product-Similarity: Pearson: 0.4382 Spearman: 0.4431 2022-11-22 23:53:07 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 1 after 1000 steps:
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2022-11-22 23:56:41 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 1 after 2000 steps: 2022-11-22 23:56:41 - MSE (*100): 0.080071 2022-11-22 23:56:41 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 1 after 2000 steps:
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2022-11-22 23:57:04 - Accuracy src2trg: 89.60 2022-11-22 23:57:04 - Accuracy trg2src: 88.66 2022-11-22 23:57:04 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 1 after 2000 steps:
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2022-11-22 23:57:04 - Cosine-Similarity : Pearson: 0.6743 Spearman: 0.7155 2022-11-22 23:57:04 - Manhattan-Distance: Pearson: 0.6809 Spearman: 0.6874 2022-11-22 23:57:04 - Euclidean-Distance: Pearson: 0.6796 Spearman: 0.6860 2022-11-22 23:57:04 - Dot-Product-Similarity: Pearson: 0.5938 Spearman: 0.6004 2022-11-22 23:57:04 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 1 after 2000 steps:
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2022-11-22 23:57:04 - Cosine-Similarity : Pearson: 0.5649 Spearman: 0.5842 2022-11-22 23:57:04 - Manhattan-Distance: Pearson: 0.5644 Spearman: 0.5504 2022-11-22 23:57:04 - Euclidean-Distance: Pearson: 0.5655 Spearman: 0.5495 2022-11-22 23:57:04 - Dot-Product-Similarity: Pearson: 0.4544 Spearman: 0.4646 2022-11-22 23:57:04 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 1 after 2000 steps:
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2022-11-22 23:57:05 - Cosine-Similarity : Pearson: 0.7018 Spearman: 0.7473 2022-11-22 23:57:05 - Manhattan-Distance: Pearson: 0.7318 Spearman: 0.7246 2022-11-22 23:57:05 - Euclidean-Distance: Pearson: 0.7306 Spearman: 0.7233 2022-11-22 23:57:05 - Dot-Product-Similarity: Pearson: 0.5560 Spearman: 0.5852 2022-11-22 23:57:05 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 00:00:51 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 1 after 3000 steps: 2022-11-23 00:00:51 - MSE (*100): 0.079948 2022-11-23 00:00:51 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 1 after 3000 steps:
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2022-11-23 00:01:14 - Accuracy src2trg: 89.84 2022-11-23 00:01:14 - Accuracy trg2src: 88.84 2022-11-23 00:01:14 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 1 after 3000 steps:
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2022-11-23 00:01:14 - Cosine-Similarity : Pearson: 0.6760 Spearman: 0.7120 2022-11-23 00:01:14 - Manhattan-Distance: Pearson: 0.6811 Spearman: 0.6883 2022-11-23 00:01:14 - Euclidean-Distance: Pearson: 0.6802 Spearman: 0.6879 2022-11-23 00:01:14 - Dot-Product-Similarity: Pearson: 0.6031 Spearman: 0.6111 2022-11-23 00:01:14 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 1 after 3000 steps:
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2022-11-23 00:01:14 - Cosine-Similarity : Pearson: 0.5606 Spearman: 0.5762 2022-11-23 00:01:14 - Manhattan-Distance: Pearson: 0.5578 Spearman: 0.5471 2022-11-23 00:01:14 - Euclidean-Distance: Pearson: 0.5594 Spearman: 0.5467 2022-11-23 00:01:14 - Dot-Product-Similarity: Pearson: 0.4489 Spearman: 0.4628 2022-11-23 00:01:14 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 1 after 3000 steps:
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2022-11-23 00:01:14 - Cosine-Similarity : Pearson: 0.7019 Spearman: 0.7479 2022-11-23 00:01:14 - Manhattan-Distance: Pearson: 0.7337 Spearman: 0.7269 2022-11-23 00:01:14 - Euclidean-Distance: Pearson: 0.7329 Spearman: 0.7265 2022-11-23 00:01:14 - Dot-Product-Similarity: Pearson: 0.5623 Spearman: 0.5883
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2022-11-23 00:04:56 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 1 after 4000 steps: 2022-11-23 00:04:56 - MSE (*100): 0.079733 2022-11-23 00:04:56 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 1 after 4000 steps:
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2022-11-23 00:05:19 - Accuracy src2trg: 90.08 2022-11-23 00:05:19 - Accuracy trg2src: 89.18 2022-11-23 00:05:19 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 1 after 4000 steps:
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2022-11-23 00:05:20 - Cosine-Similarity : Pearson: 0.6734 Spearman: 0.7135 2022-11-23 00:05:20 - Manhattan-Distance: Pearson: 0.6845 Spearman: 0.6936 2022-11-23 00:05:20 - Euclidean-Distance: Pearson: 0.6830 Spearman: 0.6908 2022-11-23 00:05:20 - Dot-Product-Similarity: Pearson: 0.6097 Spearman: 0.6180 2022-11-23 00:05:20 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 1 after 4000 steps:
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2022-11-23 00:05:20 - Cosine-Similarity : Pearson: 0.5584 Spearman: 0.5798 2022-11-23 00:05:20 - Manhattan-Distance: Pearson: 0.5640 Spearman: 0.5545 2022-11-23 00:05:20 - Euclidean-Distance: Pearson: 0.5647 Spearman: 0.5537 2022-11-23 00:05:20 - Dot-Product-Similarity: Pearson: 0.4612 Spearman: 0.4651 2022-11-23 00:05:20 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 1 after 4000 steps:
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2022-11-23 00:05:20 - Cosine-Similarity : Pearson: 0.7018 Spearman: 0.7481 2022-11-23 00:05:20 - Manhattan-Distance: Pearson: 0.7344 Spearman: 0.7273 2022-11-23 00:05:20 - Euclidean-Distance: Pearson: 0.7336 Spearman: 0.7253 2022-11-23 00:05:20 - Dot-Product-Similarity: Pearson: 0.5688 Spearman: 0.5918
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2022-11-23 00:09:04 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 1 after 5000 steps: 2022-11-23 00:09:04 - MSE (*100): 0.079559 2022-11-23 00:09:04 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 1 after 5000 steps:
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2022-11-23 00:09:27 - Accuracy src2trg: 89.97 2022-11-23 00:09:27 - Accuracy trg2src: 89.13 2022-11-23 00:09:27 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 1 after 5000 steps:
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2022-11-23 00:09:27 - Cosine-Similarity : Pearson: 0.6756 Spearman: 0.7167 2022-11-23 00:09:27 - Manhattan-Distance: Pearson: 0.6829 Spearman: 0.6915 2022-11-23 00:09:27 - Euclidean-Distance: Pearson: 0.6820 Spearman: 0.6897 2022-11-23 00:09:27 - Dot-Product-Similarity: Pearson: 0.6184 Spearman: 0.6303 2022-11-23 00:09:27 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 1 after 5000 steps:
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2022-11-23 00:09:28 - Cosine-Similarity : Pearson: 0.5608 Spearman: 0.5834 2022-11-23 00:09:28 - Manhattan-Distance: Pearson: 0.5632 Spearman: 0.5531 2022-11-23 00:09:28 - Euclidean-Distance: Pearson: 0.5641 Spearman: 0.5523 2022-11-23 00:09:28 - Dot-Product-Similarity: Pearson: 0.4573 Spearman: 0.4682 2022-11-23 00:09:28 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 1 after 5000 steps:
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2022-11-23 00:09:28 - Cosine-Similarity : Pearson: 0.7092 Spearman: 0.7550 2022-11-23 00:09:28 - Manhattan-Distance: Pearson: 0.7383 Spearman: 0.7338 2022-11-23 00:09:28 - Euclidean-Distance: Pearson: 0.7374 Spearman: 0.7329 2022-11-23 00:09:28 - Dot-Product-Similarity: Pearson: 0.5728 Spearman: 0.6018 2022-11-23 00:09:28 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 00:13:15 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 1 after 6000 steps: 2022-11-23 00:13:15 - MSE (*100): 0.079389 2022-11-23 00:13:15 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 1 after 6000 steps:
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2022-11-23 00:13:37 - Accuracy src2trg: 89.82 2022-11-23 00:13:37 - Accuracy trg2src: 89.01 2022-11-23 00:13:37 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 1 after 6000 steps:
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2022-11-23 00:13:38 - Cosine-Similarity : Pearson: 0.6691 Spearman: 0.7104 2022-11-23 00:13:38 - Manhattan-Distance: Pearson: 0.6834 Spearman: 0.6911 2022-11-23 00:13:38 - Euclidean-Distance: Pearson: 0.6823 Spearman: 0.6898 2022-11-23 00:13:38 - Dot-Product-Similarity: Pearson: 0.5983 Spearman: 0.6041 2022-11-23 00:13:38 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 1 after 6000 steps:
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2022-11-23 00:13:38 - Cosine-Similarity : Pearson: 0.5543 Spearman: 0.5785 2022-11-23 00:13:38 - Manhattan-Distance: Pearson: 0.5597 Spearman: 0.5483 2022-11-23 00:13:38 - Euclidean-Distance: Pearson: 0.5606 Spearman: 0.5485 2022-11-23 00:13:38 - Dot-Product-Similarity: Pearson: 0.4666 Spearman: 0.4688 2022-11-23 00:13:38 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 1 after 6000 steps:
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2022-11-23 00:17:24 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 1 after 7000 steps: 2022-11-23 00:17:24 - MSE (*100): 0.079260 2022-11-23 00:17:24 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 1 after 7000 steps:
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2022-11-23 00:17:47 - Accuracy src2trg: 89.84 2022-11-23 00:17:47 - Accuracy trg2src: 88.97 2022-11-23 00:17:47 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 1 after 7000 steps:
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2022-11-23 00:17:48 - Cosine-Similarity : Pearson: 0.6786 Spearman: 0.7167 2022-11-23 00:17:48 - Manhattan-Distance: Pearson: 0.6877 Spearman: 0.6946 2022-11-23 00:17:48 - Euclidean-Distance: Pearson: 0.6866 Spearman: 0.6929 2022-11-23 00:17:48 - Dot-Product-Similarity: Pearson: 0.6203 Spearman: 0.6272 2022-11-23 00:17:48 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 1 after 7000 steps:
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2022-11-23 00:21:39 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 1 after 8000 steps: 2022-11-23 00:21:39 - MSE (*100): 0.079057 2022-11-23 00:21:39 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 1 after 8000 steps:
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2022-11-23 00:22:04 - Accuracy src2trg: 90.19 2022-11-23 00:22:04 - Accuracy trg2src: 89.29 2022-11-23 00:22:04 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 1 after 8000 steps:
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2022-11-23 00:22:04 - Cosine-Similarity : Pearson: 0.6809 Spearman: 0.7170 2022-11-23 00:22:04 - Manhattan-Distance: Pearson: 0.6880 Spearman: 0.6957 2022-11-23 00:22:04 - Euclidean-Distance: Pearson: 0.6872 Spearman: 0.6936 2022-11-23 00:22:04 - Dot-Product-Similarity: Pearson: 0.6005 Spearman: 0.6058 2022-11-23 00:22:04 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 1 after 8000 steps:
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2022-11-23 00:22:04 - Cosine-Similarity : Pearson: 0.5638 Spearman: 0.5814 2022-11-23 00:22:04 - Manhattan-Distance: Pearson: 0.5683 Spearman: 0.5561 2022-11-23 00:22:04 - Euclidean-Distance: Pearson: 0.5690 Spearman: 0.5550 2022-11-23 00:22:04 - Dot-Product-Similarity: Pearson: 0.4521 Spearman: 0.4582 2022-11-23 00:22:04 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 1 after 8000 steps:
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2022-11-23 00:26:47 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 1 after 9000 steps: 2022-11-23 00:26:47 - MSE (*100): 0.078776 2022-11-23 00:26:47 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 1 after 9000 steps:
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2022-11-23 00:27:15 - Accuracy src2trg: 90.03 2022-11-23 00:27:15 - Accuracy trg2src: 89.12 2022-11-23 00:27:15 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 1 after 9000 steps:
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2022-11-23 00:27:15 - Cosine-Similarity : Pearson: 0.6786 Spearman: 0.7183 2022-11-23 00:27:15 - Manhattan-Distance: Pearson: 0.6857 Spearman: 0.6952 2022-11-23 00:27:15 - Euclidean-Distance: Pearson: 0.6850 Spearman: 0.6949 2022-11-23 00:27:15 - Dot-Product-Similarity: Pearson: 0.6079 Spearman: 0.6132 2022-11-23 00:27:15 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 1 after 9000 steps:
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2022-11-23 00:27:15 - Cosine-Similarity : Pearson: 0.5669 Spearman: 0.5886 2022-11-23 00:27:15 - Manhattan-Distance: Pearson: 0.5706 Spearman: 0.5581 2022-11-23 00:27:15 - Euclidean-Distance: Pearson: 0.5715 Spearman: 0.5568 2022-11-23 00:27:15 - Dot-Product-Similarity: Pearson: 0.4535 Spearman: 0.4621 2022-11-23 00:27:15 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 1 after 9000 steps:
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2022-11-23 00:27:16 - Cosine-Similarity : Pearson: 0.7046 Spearman: 0.7500 2022-11-23 00:27:16 - Manhattan-Distance: Pearson: 0.7341 Spearman: 0.7272 2022-11-23 00:27:16 - Euclidean-Distance: Pearson: 0.7335 Spearman: 0.7263 2022-11-23 00:27:16 - Dot-Product-Similarity: Pearson: 0.5614 Spearman: 0.5882 2022-11-23 00:27:16 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 00:32:05 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 1 after 10000 steps: 2022-11-23 00:32:05 - MSE (*100): 0.078725 2022-11-23 00:32:05 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 1 after 10000 steps:
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2022-11-23 00:32:31 - Accuracy src2trg: 90.16 2022-11-23 00:32:31 - Accuracy trg2src: 89.14 2022-11-23 00:32:31 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 1 after 10000 steps:
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2022-11-23 00:32:31 - Cosine-Similarity : Pearson: 0.6741 Spearman: 0.7159 2022-11-23 00:32:31 - Manhattan-Distance: Pearson: 0.6857 Spearman: 0.6933 2022-11-23 00:32:31 - Euclidean-Distance: Pearson: 0.6847 Spearman: 0.6935 2022-11-23 00:32:31 - Dot-Product-Similarity: Pearson: 0.6071 Spearman: 0.6124 2022-11-23 00:32:31 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 1 after 10000 steps:
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2022-11-23 00:32:32 - Cosine-Similarity : Pearson: 0.5640 Spearman: 0.5869 2022-11-23 00:32:32 - Manhattan-Distance: Pearson: 0.5688 Spearman: 0.5550 2022-11-23 00:32:32 - Euclidean-Distance: Pearson: 0.5703 Spearman: 0.5573 2022-11-23 00:32:32 - Dot-Product-Similarity: Pearson: 0.4551 Spearman: 0.4615 2022-11-23 00:32:32 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 1 after 10000 steps:
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2022-11-23 00:32:32 - Cosine-Similarity : Pearson: 0.7012 Spearman: 0.7471 2022-11-23 00:32:32 - Manhattan-Distance: Pearson: 0.7356 Spearman: 0.7283 2022-11-23 00:32:32 - Euclidean-Distance: Pearson: 0.7347 Spearman: 0.7270 2022-11-23 00:32:32 - Dot-Product-Similarity: Pearson: 0.5721 Spearman: 0.5983
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2022-11-23 00:37:59 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 1 after 11000 steps: 2022-11-23 00:37:59 - MSE (*100): 0.078603 2022-11-23 00:37:59 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 1 after 11000 steps:
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2022-11-23 00:38:30 - Accuracy src2trg: 90.20 2022-11-23 00:38:30 - Accuracy trg2src: 89.22 2022-11-23 00:38:30 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 1 after 11000 steps:
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2022-11-23 00:38:30 - Cosine-Similarity : Pearson: 0.6792 Spearman: 0.7181 2022-11-23 00:38:30 - Manhattan-Distance: Pearson: 0.6920 Spearman: 0.7015 2022-11-23 00:38:30 - Euclidean-Distance: Pearson: 0.6909 Spearman: 0.7012 2022-11-23 00:38:30 - Dot-Product-Similarity: Pearson: 0.6161 Spearman: 0.6233 2022-11-23 00:38:30 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 1 after 11000 steps:
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2022-11-23 00:38:31 - Cosine-Similarity : Pearson: 0.5640 Spearman: 0.5863 2022-11-23 00:38:31 - Manhattan-Distance: Pearson: 0.5751 Spearman: 0.5648 2022-11-23 00:38:31 - Euclidean-Distance: Pearson: 0.5764 Spearman: 0.5632 2022-11-23 00:38:31 - Dot-Product-Similarity: Pearson: 0.4578 Spearman: 0.4608 2022-11-23 00:38:31 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 1 after 11000 steps:
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2022-11-23 00:38:31 - Cosine-Similarity : Pearson: 0.7038 Spearman: 0.7497 2022-11-23 00:38:31 - Manhattan-Distance: Pearson: 0.7380 Spearman: 0.7301 2022-11-23 00:38:31 - Euclidean-Distance: Pearson: 0.7373 Spearman: 0.7292 2022-11-23 00:38:31 - Dot-Product-Similarity: Pearson: 0.5731 Spearman: 0.6005
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2022-11-23 00:41:57 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset after epoch 1: 2022-11-23 00:41:57 - MSE (*100): 0.078583 2022-11-23 00:41:57 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset after epoch 1:
Epoch: 10%|█ | 1/10 [3:40:22<25:05:35, 10037.27s/it]
2022-11-23 00:42:27 - Accuracy src2trg: 90.21 2022-11-23 00:42:27 - Accuracy trg2src: 89.33 2022-11-23 00:42:27 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset after epoch 1:
Epoch: 10%|█ | 1/10 [3:40:22<25:05:35, 10037.27s/it]
2022-11-23 00:42:27 - Cosine-Similarity : Pearson: 0.6756 Spearman: 0.7153 2022-11-23 00:42:27 - Manhattan-Distance: Pearson: 0.6859 Spearman: 0.6950 2022-11-23 00:42:27 - Euclidean-Distance: Pearson: 0.6850 Spearman: 0.6931 2022-11-23 00:42:27 - Dot-Product-Similarity: Pearson: 0.5944 Spearman: 0.5963 2022-11-23 00:42:27 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset after epoch 1:
Epoch: 10%|█ | 1/10 [3:40:22<25:05:35, 10037.27s/it]
2022-11-23 00:42:27 - Cosine-Similarity : Pearson: 0.5653 Spearman: 0.5858 2022-11-23 00:42:27 - Manhattan-Distance: Pearson: 0.5708 Spearman: 0.5606 2022-11-23 00:42:27 - Euclidean-Distance: Pearson: 0.5720 Spearman: 0.5588 2022-11-23 00:42:27 - Dot-Product-Similarity: Pearson: 0.4467 Spearman: 0.4535 2022-11-23 00:42:27 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset after epoch 1:
Epoch: 20%|██ | 2/10 [3:40:23<13:20:56, 6007.02s/it]
2022-11-23 00:42:28 - Cosine-Similarity : Pearson: 0.7073 Spearman: 0.7510 2022-11-23 00:42:28 - Manhattan-Distance: Pearson: 0.7386 Spearman: 0.7300 2022-11-23 00:42:28 - Euclidean-Distance: Pearson: 0.7378 Spearman: 0.7295 2022-11-23 00:42:28 - Dot-Product-Similarity: Pearson: 0.5672 Spearman: 0.5939
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2022-11-23 00:48:05 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 2 after 1000 steps: 2022-11-23 00:48:05 - MSE (*100): 0.078534 2022-11-23 00:48:05 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 2 after 1000 steps:
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2022-11-23 00:48:36 - Accuracy src2trg: 90.36 2022-11-23 00:48:36 - Accuracy trg2src: 89.43 2022-11-23 00:48:36 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 2 after 1000 steps:
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2022-11-23 00:48:36 - Cosine-Similarity : Pearson: 0.6847 Spearman: 0.7228 2022-11-23 00:48:36 - Manhattan-Distance: Pearson: 0.6913 Spearman: 0.6996 2022-11-23 00:48:36 - Euclidean-Distance: Pearson: 0.6905 Spearman: 0.6994 2022-11-23 00:48:36 - Dot-Product-Similarity: Pearson: 0.6189 Spearman: 0.6292 2022-11-23 00:48:36 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 2 after 1000 steps:
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2022-11-23 00:48:36 - Cosine-Similarity : Pearson: 0.5689 Spearman: 0.5865 2022-11-23 00:48:36 - Manhattan-Distance: Pearson: 0.5727 Spearman: 0.5600 2022-11-23 00:48:36 - Euclidean-Distance: Pearson: 0.5738 Spearman: 0.5598 2022-11-23 00:48:36 - Dot-Product-Similarity: Pearson: 0.4590 Spearman: 0.4690 2022-11-23 00:48:36 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 2 after 1000 steps:
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2022-11-23 00:48:37 - Cosine-Similarity : Pearson: 0.7111 Spearman: 0.7585 2022-11-23 00:48:37 - Manhattan-Distance: Pearson: 0.7423 Spearman: 0.7362 2022-11-23 00:48:37 - Euclidean-Distance: Pearson: 0.7419 Spearman: 0.7350 2022-11-23 00:48:37 - Dot-Product-Similarity: Pearson: 0.5684 Spearman: 0.5987 2022-11-23 00:48:37 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 00:54:14 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 2 after 2000 steps: 2022-11-23 00:54:14 - MSE (*100): 0.078194 2022-11-23 00:54:14 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 2 after 2000 steps:
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2022-11-23 01:00:24 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 2 after 3000 steps: 2022-11-23 01:00:24 - MSE (*100): 0.078114 2022-11-23 01:00:24 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 2 after 3000 steps:
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2022-11-23 01:00:55 - Accuracy src2trg: 90.44 2022-11-23 01:00:55 - Accuracy trg2src: 89.55 2022-11-23 01:00:55 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 2 after 3000 steps:
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2022-11-23 01:00:55 - Cosine-Similarity : Pearson: 0.6852 Spearman: 0.7239 2022-11-23 01:00:55 - Manhattan-Distance: Pearson: 0.6898 Spearman: 0.6967 2022-11-23 01:00:55 - Euclidean-Distance: Pearson: 0.6888 Spearman: 0.6961 2022-11-23 01:00:55 - Dot-Product-Similarity: Pearson: 0.6275 Spearman: 0.6345 2022-11-23 01:00:55 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 2 after 3000 steps:
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2022-11-23 01:00:56 - Cosine-Similarity : Pearson: 0.5760 Spearman: 0.6001 2022-11-23 01:00:56 - Manhattan-Distance: Pearson: 0.5780 Spearman: 0.5664 2022-11-23 01:00:56 - Euclidean-Distance: Pearson: 0.5791 Spearman: 0.5657 2022-11-23 01:00:56 - Dot-Product-Similarity: Pearson: 0.4790 Spearman: 0.4893 2022-11-23 01:00:56 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 2 after 3000 steps:
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2022-11-23 01:00:56 - Cosine-Similarity : Pearson: 0.7105 Spearman: 0.7548 2022-11-23 01:00:56 - Manhattan-Distance: Pearson: 0.7407 Spearman: 0.7352 2022-11-23 01:00:56 - Euclidean-Distance: Pearson: 0.7400 Spearman: 0.7345 2022-11-23 01:00:56 - Dot-Product-Similarity: Pearson: 0.5889 Spearman: 0.6155 2022-11-23 01:00:56 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 01:05:30 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 2 after 4000 steps: 2022-11-23 01:05:30 - MSE (*100): 0.078018 2022-11-23 01:05:30 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 2 after 4000 steps:
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2022-11-23 01:05:51 - Accuracy src2trg: 90.50 2022-11-23 01:05:51 - Accuracy trg2src: 89.61 2022-11-23 01:05:51 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 2 after 4000 steps:
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2022-11-23 01:05:51 - Cosine-Similarity : Pearson: 0.6860 Spearman: 0.7206 2022-11-23 01:05:51 - Manhattan-Distance: Pearson: 0.6878 Spearman: 0.6981 2022-11-23 01:05:51 - Euclidean-Distance: Pearson: 0.6872 Spearman: 0.6974 2022-11-23 01:05:51 - Dot-Product-Similarity: Pearson: 0.6170 Spearman: 0.6262 2022-11-23 01:05:51 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 2 after 4000 steps:
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2022-11-23 01:05:52 - Cosine-Similarity : Pearson: 0.5785 Spearman: 0.5992 2022-11-23 01:05:52 - Manhattan-Distance: Pearson: 0.5781 Spearman: 0.5661 2022-11-23 01:05:52 - Euclidean-Distance: Pearson: 0.5786 Spearman: 0.5674 2022-11-23 01:05:52 - Dot-Product-Similarity: Pearson: 0.4738 Spearman: 0.4860 2022-11-23 01:05:52 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 2 after 4000 steps:
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2022-11-23 01:05:52 - Cosine-Similarity : Pearson: 0.7134 Spearman: 0.7609 2022-11-23 01:05:52 - Manhattan-Distance: Pearson: 0.7421 Spearman: 0.7360 2022-11-23 01:05:52 - Euclidean-Distance: Pearson: 0.7416 Spearman: 0.7362 2022-11-23 01:05:52 - Dot-Product-Similarity: Pearson: 0.5834 Spearman: 0.6141 2022-11-23 01:05:52 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 01:09:15 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 2 after 5000 steps: 2022-11-23 01:09:15 - MSE (*100): 0.077957 2022-11-23 01:09:15 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 2 after 5000 steps:
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2022-11-23 01:09:35 - Accuracy src2trg: 90.66 2022-11-23 01:09:35 - Accuracy trg2src: 89.71 2022-11-23 01:09:35 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 2 after 5000 steps:
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2022-11-23 01:09:36 - Cosine-Similarity : Pearson: 0.6817 Spearman: 0.7197 2022-11-23 01:09:36 - Manhattan-Distance: Pearson: 0.6909 Spearman: 0.6999 2022-11-23 01:09:36 - Euclidean-Distance: Pearson: 0.6902 Spearman: 0.6982 2022-11-23 01:09:36 - Dot-Product-Similarity: Pearson: 0.6073 Spearman: 0.6179 2022-11-23 01:09:36 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 2 after 5000 steps:
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2022-11-23 01:09:36 - Cosine-Similarity : Pearson: 0.5683 Spearman: 0.5886 2022-11-23 01:09:36 - Manhattan-Distance: Pearson: 0.5707 Spearman: 0.5592 2022-11-23 01:09:36 - Euclidean-Distance: Pearson: 0.5716 Spearman: 0.5604 2022-11-23 01:09:36 - Dot-Product-Similarity: Pearson: 0.4621 Spearman: 0.4709 2022-11-23 01:09:36 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 2 after 5000 steps:
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2022-11-23 01:09:36 - Cosine-Similarity : Pearson: 0.7072 Spearman: 0.7538 2022-11-23 01:09:36 - Manhattan-Distance: Pearson: 0.7399 Spearman: 0.7331 2022-11-23 01:09:36 - Euclidean-Distance: Pearson: 0.7393 Spearman: 0.7330 2022-11-23 01:09:36 - Dot-Product-Similarity: Pearson: 0.5686 Spearman: 0.5963
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2022-11-23 01:12:57 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 2 after 6000 steps: 2022-11-23 01:12:57 - MSE (*100): 0.077792 2022-11-23 01:12:57 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 2 after 6000 steps:
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2022-11-23 01:13:18 - Accuracy src2trg: 90.60 2022-11-23 01:13:18 - Accuracy trg2src: 89.90 2022-11-23 01:13:18 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 2 after 6000 steps:
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2022-11-23 01:13:19 - Cosine-Similarity : Pearson: 0.6844 Spearman: 0.7256 2022-11-23 01:13:19 - Manhattan-Distance: Pearson: 0.6927 Spearman: 0.7013 2022-11-23 01:13:19 - Euclidean-Distance: Pearson: 0.6916 Spearman: 0.7008 2022-11-23 01:13:19 - Dot-Product-Similarity: Pearson: 0.6234 Spearman: 0.6358 2022-11-23 01:13:19 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 2 after 6000 steps:
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2022-11-23 01:13:19 - Cosine-Similarity : Pearson: 0.5729 Spearman: 0.5972 2022-11-23 01:13:19 - Manhattan-Distance: Pearson: 0.5761 Spearman: 0.5663 2022-11-23 01:13:19 - Euclidean-Distance: Pearson: 0.5767 Spearman: 0.5647 2022-11-23 01:13:19 - Dot-Product-Similarity: Pearson: 0.4746 Spearman: 0.4873 2022-11-23 01:13:19 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 2 after 6000 steps:
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2022-11-23 01:13:19 - Cosine-Similarity : Pearson: 0.7129 Spearman: 0.7591 2022-11-23 01:13:19 - Manhattan-Distance: Pearson: 0.7428 Spearman: 0.7361 2022-11-23 01:13:19 - Euclidean-Distance: Pearson: 0.7421 Spearman: 0.7359 2022-11-23 01:13:19 - Dot-Product-Similarity: Pearson: 0.5811 Spearman: 0.6118 2022-11-23 01:13:19 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 01:16:40 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 2 after 7000 steps: 2022-11-23 01:16:40 - MSE (*100): 0.077500 2022-11-23 01:16:40 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 2 after 7000 steps:
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2022-11-23 01:17:00 - Accuracy src2trg: 90.68 2022-11-23 01:17:00 - Accuracy trg2src: 89.84 2022-11-23 01:17:00 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 2 after 7000 steps:
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2022-11-23 01:17:01 - Cosine-Similarity : Pearson: 0.6842 Spearman: 0.7225 2022-11-23 01:17:01 - Manhattan-Distance: Pearson: 0.6923 Spearman: 0.7013 2022-11-23 01:17:01 - Euclidean-Distance: Pearson: 0.6913 Spearman: 0.6987 2022-11-23 01:17:01 - Dot-Product-Similarity: Pearson: 0.6298 Spearman: 0.6333 2022-11-23 01:17:01 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 2 after 7000 steps:
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2022-11-23 01:17:01 - Cosine-Similarity : Pearson: 0.5751 Spearman: 0.6006 2022-11-23 01:17:01 - Manhattan-Distance: Pearson: 0.5802 Spearman: 0.5718 2022-11-23 01:17:01 - Euclidean-Distance: Pearson: 0.5809 Spearman: 0.5698 2022-11-23 01:17:01 - Dot-Product-Similarity: Pearson: 0.4787 Spearman: 0.4891 2022-11-23 01:17:01 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 2 after 7000 steps:
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2022-11-23 01:17:01 - Cosine-Similarity : Pearson: 0.7110 Spearman: 0.7576 2022-11-23 01:17:01 - Manhattan-Distance: Pearson: 0.7434 Spearman: 0.7363 2022-11-23 01:17:01 - Euclidean-Distance: Pearson: 0.7428 Spearman: 0.7371 2022-11-23 01:17:01 - Dot-Product-Similarity: Pearson: 0.5870 Spearman: 0.6108
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2022-11-23 01:20:21 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 2 after 8000 steps: 2022-11-23 01:20:21 - MSE (*100): 0.077561 2022-11-23 01:20:21 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 2 after 8000 steps:
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2022-11-23 01:20:41 - Accuracy src2trg: 90.51 2022-11-23 01:20:41 - Accuracy trg2src: 89.74 2022-11-23 01:20:41 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 2 after 8000 steps:
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2022-11-23 01:20:42 - Cosine-Similarity : Pearson: 0.6873 Spearman: 0.7280 2022-11-23 01:20:42 - Manhattan-Distance: Pearson: 0.6954 Spearman: 0.7054 2022-11-23 01:20:42 - Euclidean-Distance: Pearson: 0.6945 Spearman: 0.7045 2022-11-23 01:20:42 - Dot-Product-Similarity: Pearson: 0.6248 Spearman: 0.6368 2022-11-23 01:20:42 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 2 after 8000 steps:
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2022-11-23 01:20:42 - Cosine-Similarity : Pearson: 0.5768 Spearman: 0.6033 2022-11-23 01:20:42 - Manhattan-Distance: Pearson: 0.5773 Spearman: 0.5666 2022-11-23 01:20:42 - Euclidean-Distance: Pearson: 0.5784 Spearman: 0.5674 2022-11-23 01:20:42 - Dot-Product-Similarity: Pearson: 0.4843 Spearman: 0.4958 2022-11-23 01:20:42 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 2 after 8000 steps:
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2022-11-23 01:20:42 - Cosine-Similarity : Pearson: 0.7149 Spearman: 0.7611 2022-11-23 01:20:42 - Manhattan-Distance: Pearson: 0.7435 Spearman: 0.7360 2022-11-23 01:20:42 - Euclidean-Distance: Pearson: 0.7432 Spearman: 0.7376 2022-11-23 01:20:42 - Dot-Product-Similarity: Pearson: 0.5803 Spearman: 0.6082 2022-11-23 01:20:42 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 01:24:03 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 2 after 9000 steps: 2022-11-23 01:24:03 - MSE (*100): 0.077510 2022-11-23 01:24:03 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 2 after 9000 steps:
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2022-11-23 01:24:24 - Accuracy src2trg: 90.70 2022-11-23 01:24:24 - Accuracy trg2src: 89.93 2022-11-23 01:24:24 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 2 after 9000 steps:
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2022-11-23 01:24:24 - Cosine-Similarity : Pearson: 0.6829 Spearman: 0.7272 2022-11-23 01:24:24 - Manhattan-Distance: Pearson: 0.6945 Spearman: 0.7056 2022-11-23 01:24:24 - Euclidean-Distance: Pearson: 0.6939 Spearman: 0.7044 2022-11-23 01:24:24 - Dot-Product-Similarity: Pearson: 0.6158 Spearman: 0.6279 2022-11-23 01:24:24 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 2 after 9000 steps:
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2022-11-23 01:24:25 - Cosine-Similarity : Pearson: 0.5775 Spearman: 0.6016 2022-11-23 01:24:25 - Manhattan-Distance: Pearson: 0.5813 Spearman: 0.5706 2022-11-23 01:24:25 - Euclidean-Distance: Pearson: 0.5814 Spearman: 0.5688 2022-11-23 01:24:25 - Dot-Product-Similarity: Pearson: 0.4853 Spearman: 0.4954 2022-11-23 01:24:25 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 2 after 9000 steps:
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2022-11-23 01:24:25 - Cosine-Similarity : Pearson: 0.7156 Spearman: 0.7608 2022-11-23 01:24:25 - Manhattan-Distance: Pearson: 0.7462 Spearman: 0.7410 2022-11-23 01:24:25 - Euclidean-Distance: Pearson: 0.7459 Spearman: 0.7402 2022-11-23 01:24:25 - Dot-Product-Similarity: Pearson: 0.5728 Spearman: 0.5952
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2022-11-23 01:27:46 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 2 after 10000 steps: 2022-11-23 01:27:46 - MSE (*100): 0.077072 2022-11-23 01:27:46 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 2 after 10000 steps:
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2022-11-23 01:28:07 - Accuracy src2trg: 90.71 2022-11-23 01:28:07 - Accuracy trg2src: 89.89 2022-11-23 01:28:07 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 2 after 10000 steps:
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2022-11-23 01:28:07 - Cosine-Similarity : Pearson: 0.6841 Spearman: 0.7261 2022-11-23 01:28:07 - Manhattan-Distance: Pearson: 0.6934 Spearman: 0.7019 2022-11-23 01:28:07 - Euclidean-Distance: Pearson: 0.6921 Spearman: 0.6999 2022-11-23 01:28:07 - Dot-Product-Similarity: Pearson: 0.6241 Spearman: 0.6332 2022-11-23 01:28:07 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 2 after 10000 steps:
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2022-11-23 01:28:07 - Cosine-Similarity : Pearson: 0.5733 Spearman: 0.5969 2022-11-23 01:28:07 - Manhattan-Distance: Pearson: 0.5770 Spearman: 0.5634 2022-11-23 01:28:07 - Euclidean-Distance: Pearson: 0.5775 Spearman: 0.5631 2022-11-23 01:28:07 - Dot-Product-Similarity: Pearson: 0.4732 Spearman: 0.4883 2022-11-23 01:28:07 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 2 after 10000 steps:
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2022-11-23 01:28:08 - Cosine-Similarity : Pearson: 0.7090 Spearman: 0.7537 2022-11-23 01:28:08 - Manhattan-Distance: Pearson: 0.7391 Spearman: 0.7322 2022-11-23 01:28:08 - Euclidean-Distance: Pearson: 0.7383 Spearman: 0.7320 2022-11-23 01:28:08 - Dot-Product-Similarity: Pearson: 0.5815 Spearman: 0.6120
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2022-11-23 01:31:29 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 2 after 11000 steps: 2022-11-23 01:31:29 - MSE (*100): 0.077023 2022-11-23 01:31:29 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 2 after 11000 steps:
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2022-11-23 01:31:49 - Accuracy src2trg: 90.79 2022-11-23 01:31:49 - Accuracy trg2src: 89.94 2022-11-23 01:31:49 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 2 after 11000 steps:
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2022-11-23 01:31:50 - Cosine-Similarity : Pearson: 0.6863 Spearman: 0.7282 2022-11-23 01:31:50 - Manhattan-Distance: Pearson: 0.6947 Spearman: 0.7054 2022-11-23 01:31:50 - Euclidean-Distance: Pearson: 0.6940 Spearman: 0.7050 2022-11-23 01:31:50 - Dot-Product-Similarity: Pearson: 0.6165 Spearman: 0.6257 2022-11-23 01:31:50 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 2 after 11000 steps:
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2022-11-23 01:31:50 - Cosine-Similarity : Pearson: 0.5743 Spearman: 0.5973 2022-11-23 01:31:50 - Manhattan-Distance: Pearson: 0.5750 Spearman: 0.5633 2022-11-23 01:31:50 - Euclidean-Distance: Pearson: 0.5758 Spearman: 0.5630 2022-11-23 01:31:50 - Dot-Product-Similarity: Pearson: 0.4739 Spearman: 0.4912 2022-11-23 01:31:50 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 2 after 11000 steps:
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2022-11-23 01:31:50 - Cosine-Similarity : Pearson: 0.7141 Spearman: 0.7604 2022-11-23 01:31:50 - Manhattan-Distance: Pearson: 0.7443 Spearman: 0.7401 2022-11-23 01:31:50 - Euclidean-Distance: Pearson: 0.7441 Spearman: 0.7396 2022-11-23 01:31:50 - Dot-Product-Similarity: Pearson: 0.5831 Spearman: 0.6106
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2022-11-23 01:33:53 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset after epoch 2: 2022-11-23 01:33:53 - MSE (*100): 0.076981 2022-11-23 01:33:53 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset after epoch 2:
Epoch: 20%|██ | 2/10 [4:32:08<13:20:56, 6007.02s/it]
2022-11-23 01:34:13 - Accuracy src2trg: 90.77 2022-11-23 01:34:13 - Accuracy trg2src: 90.03 2022-11-23 01:34:13 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset after epoch 2:
Epoch: 20%|██ | 2/10 [4:32:09<13:20:56, 6007.02s/it]
2022-11-23 01:34:14 - Cosine-Similarity : Pearson: 0.6875 Spearman: 0.7289 2022-11-23 01:34:14 - Manhattan-Distance: Pearson: 0.6956 Spearman: 0.7066 2022-11-23 01:34:14 - Euclidean-Distance: Pearson: 0.6947 Spearman: 0.7056 2022-11-23 01:34:14 - Dot-Product-Similarity: Pearson: 0.6240 Spearman: 0.6332 2022-11-23 01:34:14 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset after epoch 2:
Epoch: 20%|██ | 2/10 [4:32:09<13:20:56, 6007.02s/it]
2022-11-23 01:34:14 - Cosine-Similarity : Pearson: 0.5771 Spearman: 0.5998 2022-11-23 01:34:14 - Manhattan-Distance: Pearson: 0.5772 Spearman: 0.5655 2022-11-23 01:34:14 - Euclidean-Distance: Pearson: 0.5774 Spearman: 0.5657 2022-11-23 01:34:14 - Dot-Product-Similarity: Pearson: 0.4818 Spearman: 0.4938 2022-11-23 01:34:14 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset after epoch 2:
Epoch: 20%|██ | 2/10 [4:32:09<13:20:56, 6007.02s/it]
2022-11-23 01:34:14 - Cosine-Similarity : Pearson: 0.7173 Spearman: 0.7628 2022-11-23 01:34:14 - Manhattan-Distance: Pearson: 0.7481 Spearman: 0.7420 2022-11-23 01:34:14 - Euclidean-Distance: Pearson: 0.7478 Spearman: 0.7421 2022-11-23 01:34:14 - Dot-Product-Similarity: Pearson: 0.5827 Spearman: 0.6146 2022-11-23 01:34:14 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 01:37:36 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 3 after 1000 steps: 2022-11-23 01:37:36 - MSE (*100): 0.076965 2022-11-23 01:37:36 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 3 after 1000 steps:
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2022-11-23 01:37:57 - Accuracy src2trg: 90.75 2022-11-23 01:37:57 - Accuracy trg2src: 89.99 2022-11-23 01:37:57 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 3 after 1000 steps:
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2022-11-23 01:37:57 - Cosine-Similarity : Pearson: 0.6877 Spearman: 0.7286 2022-11-23 01:37:57 - Manhattan-Distance: Pearson: 0.6978 Spearman: 0.7068 2022-11-23 01:37:57 - Euclidean-Distance: Pearson: 0.6969 Spearman: 0.7072 2022-11-23 01:37:57 - Dot-Product-Similarity: Pearson: 0.6174 Spearman: 0.6268 2022-11-23 01:37:57 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 3 after 1000 steps:
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2022-11-23 01:37:57 - Cosine-Similarity : Pearson: 0.5771 Spearman: 0.6012 2022-11-23 01:37:57 - Manhattan-Distance: Pearson: 0.5811 Spearman: 0.5693 2022-11-23 01:37:57 - Euclidean-Distance: Pearson: 0.5817 Spearman: 0.5699 2022-11-23 01:37:57 - Dot-Product-Similarity: Pearson: 0.4730 Spearman: 0.4851 2022-11-23 01:37:57 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 3 after 1000 steps:
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2022-11-23 01:41:18 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 3 after 2000 steps: 2022-11-23 01:41:18 - MSE (*100): 0.076632 2022-11-23 01:41:18 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 3 after 2000 steps:
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2022-11-23 01:41:39 - Accuracy src2trg: 90.97 2022-11-23 01:41:39 - Accuracy trg2src: 90.08 2022-11-23 01:41:39 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 3 after 2000 steps:
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2022-11-23 01:41:39 - Cosine-Similarity : Pearson: 0.6870 Spearman: 0.7254 2022-11-23 01:41:39 - Manhattan-Distance: Pearson: 0.6935 Spearman: 0.7012 2022-11-23 01:41:39 - Euclidean-Distance: Pearson: 0.6925 Spearman: 0.7012 2022-11-23 01:41:39 - Dot-Product-Similarity: Pearson: 0.6347 Spearman: 0.6458 2022-11-23 01:41:39 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 3 after 2000 steps:
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2022-11-23 01:41:39 - Cosine-Similarity : Pearson: 0.5741 Spearman: 0.5970 2022-11-23 01:41:39 - Manhattan-Distance: Pearson: 0.5765 Spearman: 0.5646 2022-11-23 01:41:39 - Euclidean-Distance: Pearson: 0.5769 Spearman: 0.5644 2022-11-23 01:41:39 - Dot-Product-Similarity: Pearson: 0.4856 Spearman: 0.4996 2022-11-23 01:41:39 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 3 after 2000 steps:
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2022-11-23 01:41:40 - Cosine-Similarity : Pearson: 0.7152 Spearman: 0.7602 2022-11-23 01:41:40 - Manhattan-Distance: Pearson: 0.7447 Spearman: 0.7391 2022-11-23 01:41:40 - Euclidean-Distance: Pearson: 0.7440 Spearman: 0.7391 2022-11-23 01:41:40 - Dot-Product-Similarity: Pearson: 0.5925 Spearman: 0.6209
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2022-11-23 01:45:00 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 3 after 3000 steps: 2022-11-23 01:45:00 - MSE (*100): 0.076481 2022-11-23 01:45:00 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 3 after 3000 steps:
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2022-11-23 01:45:21 - Accuracy src2trg: 90.92 2022-11-23 01:45:21 - Accuracy trg2src: 90.08 2022-11-23 01:45:21 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 3 after 3000 steps:
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2022-11-23 01:45:21 - Cosine-Similarity : Pearson: 0.6922 Spearman: 0.7310 2022-11-23 01:45:21 - Manhattan-Distance: Pearson: 0.6981 Spearman: 0.7078 2022-11-23 01:45:21 - Euclidean-Distance: Pearson: 0.6974 Spearman: 0.7075 2022-11-23 01:45:21 - Dot-Product-Similarity: Pearson: 0.6225 Spearman: 0.6301 2022-11-23 01:45:21 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 3 after 3000 steps:
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2022-11-23 01:45:22 - Cosine-Similarity : Pearson: 0.5850 Spearman: 0.6092 2022-11-23 01:45:22 - Manhattan-Distance: Pearson: 0.5825 Spearman: 0.5713 2022-11-23 01:45:22 - Euclidean-Distance: Pearson: 0.5832 Spearman: 0.5709 2022-11-23 01:45:22 - Dot-Product-Similarity: Pearson: 0.4832 Spearman: 0.5002 2022-11-23 01:45:22 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 3 after 3000 steps:
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2022-11-23 01:45:22 - Cosine-Similarity : Pearson: 0.7179 Spearman: 0.7626 2022-11-23 01:45:22 - Manhattan-Distance: Pearson: 0.7469 Spearman: 0.7410 2022-11-23 01:45:22 - Euclidean-Distance: Pearson: 0.7464 Spearman: 0.7409 2022-11-23 01:45:22 - Dot-Product-Similarity: Pearson: 0.5816 Spearman: 0.6120 2022-11-23 01:45:22 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 01:48:44 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 3 after 4000 steps: 2022-11-23 01:48:44 - MSE (*100): 0.076677 2022-11-23 01:48:44 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 3 after 4000 steps:
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2022-11-23 01:49:04 - Accuracy src2trg: 90.94 2022-11-23 01:49:04 - Accuracy trg2src: 90.10 2022-11-23 01:49:05 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 3 after 4000 steps:
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2022-11-23 01:49:05 - Cosine-Similarity : Pearson: 0.6897 Spearman: 0.7299 2022-11-23 01:49:05 - Manhattan-Distance: Pearson: 0.6992 Spearman: 0.7094 2022-11-23 01:49:05 - Euclidean-Distance: Pearson: 0.6983 Spearman: 0.7091 2022-11-23 01:49:05 - Dot-Product-Similarity: Pearson: 0.6242 Spearman: 0.6345 2022-11-23 01:49:05 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 3 after 4000 steps:
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2022-11-23 01:49:05 - Cosine-Similarity : Pearson: 0.5810 Spearman: 0.6076 2022-11-23 01:49:05 - Manhattan-Distance: Pearson: 0.5832 Spearman: 0.5734 2022-11-23 01:49:05 - Euclidean-Distance: Pearson: 0.5835 Spearman: 0.5722 2022-11-23 01:49:05 - Dot-Product-Similarity: Pearson: 0.4867 Spearman: 0.5044 2022-11-23 01:49:05 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 3 after 4000 steps:
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2022-11-23 01:49:05 - Cosine-Similarity : Pearson: 0.7147 Spearman: 0.7595 2022-11-23 01:49:05 - Manhattan-Distance: Pearson: 0.7464 Spearman: 0.7403 2022-11-23 01:49:05 - Euclidean-Distance: Pearson: 0.7457 Spearman: 0.7401 2022-11-23 01:49:05 - Dot-Product-Similarity: Pearson: 0.5840 Spearman: 0.6091
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2022-11-23 01:52:26 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 3 after 5000 steps: 2022-11-23 01:52:26 - MSE (*100): 0.076602 2022-11-23 01:52:26 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 3 after 5000 steps:
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2022-11-23 01:52:47 - Accuracy src2trg: 91.07 2022-11-23 01:52:47 - Accuracy trg2src: 90.34 2022-11-23 01:52:47 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 3 after 5000 steps:
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2022-11-23 01:52:47 - Cosine-Similarity : Pearson: 0.6870 Spearman: 0.7271 2022-11-23 01:52:47 - Manhattan-Distance: Pearson: 0.6932 Spearman: 0.7009 2022-11-23 01:52:47 - Euclidean-Distance: Pearson: 0.6925 Spearman: 0.7011 2022-11-23 01:52:47 - Dot-Product-Similarity: Pearson: 0.6216 Spearman: 0.6310 2022-11-23 01:52:47 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 3 after 5000 steps:
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2022-11-23 01:52:47 - Cosine-Similarity : Pearson: 0.5839 Spearman: 0.6074 2022-11-23 01:52:47 - Manhattan-Distance: Pearson: 0.5829 Spearman: 0.5723 2022-11-23 01:52:47 - Euclidean-Distance: Pearson: 0.5836 Spearman: 0.5727 2022-11-23 01:52:47 - Dot-Product-Similarity: Pearson: 0.4859 Spearman: 0.5009 2022-11-23 01:52:47 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 3 after 5000 steps:
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2022-11-23 01:52:47 - Cosine-Similarity : Pearson: 0.7160 Spearman: 0.7619 2022-11-23 01:52:47 - Manhattan-Distance: Pearson: 0.7458 Spearman: 0.7401 2022-11-23 01:52:47 - Euclidean-Distance: Pearson: 0.7452 Spearman: 0.7394 2022-11-23 01:52:47 - Dot-Product-Similarity: Pearson: 0.5826 Spearman: 0.6134
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2022-11-23 01:56:07 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 3 after 6000 steps: 2022-11-23 01:56:07 - MSE (*100): 0.076294 2022-11-23 01:56:07 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 3 after 6000 steps:
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2022-11-23 01:56:28 - Accuracy src2trg: 91.10 2022-11-23 01:56:28 - Accuracy trg2src: 90.14 2022-11-23 01:56:28 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 3 after 6000 steps:
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2022-11-23 01:56:28 - Cosine-Similarity : Pearson: 0.6922 Spearman: 0.7314 2022-11-23 01:56:28 - Manhattan-Distance: Pearson: 0.6984 Spearman: 0.7078 2022-11-23 01:56:28 - Euclidean-Distance: Pearson: 0.6975 Spearman: 0.7069 2022-11-23 01:56:28 - Dot-Product-Similarity: Pearson: 0.6342 Spearman: 0.6395 2022-11-23 01:56:28 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 3 after 6000 steps:
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2022-11-23 01:56:29 - Cosine-Similarity : Pearson: 0.5836 Spearman: 0.6111 2022-11-23 01:56:29 - Manhattan-Distance: Pearson: 0.5846 Spearman: 0.5732 2022-11-23 01:56:29 - Euclidean-Distance: Pearson: 0.5855 Spearman: 0.5747 2022-11-23 01:56:29 - Dot-Product-Similarity: Pearson: 0.4862 Spearman: 0.4985 2022-11-23 01:56:29 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 3 after 6000 steps:
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2022-11-23 01:56:29 - Cosine-Similarity : Pearson: 0.7187 Spearman: 0.7624 2022-11-23 01:56:29 - Manhattan-Distance: Pearson: 0.7477 Spearman: 0.7413 2022-11-23 01:56:29 - Euclidean-Distance: Pearson: 0.7469 Spearman: 0.7411 2022-11-23 01:56:29 - Dot-Product-Similarity: Pearson: 0.5911 Spearman: 0.6182 2022-11-23 01:56:29 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 01:59:50 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 3 after 7000 steps: 2022-11-23 01:59:50 - MSE (*100): 0.076145 2022-11-23 01:59:50 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 3 after 7000 steps:
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2022-11-23 02:00:11 - Accuracy src2trg: 91.07 2022-11-23 02:00:11 - Accuracy trg2src: 90.28 2022-11-23 02:00:11 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 3 after 7000 steps:
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2022-11-23 02:00:11 - Cosine-Similarity : Pearson: 0.6958 Spearman: 0.7331 2022-11-23 02:00:11 - Manhattan-Distance: Pearson: 0.7025 Spearman: 0.7130 2022-11-23 02:00:11 - Euclidean-Distance: Pearson: 0.7016 Spearman: 0.7115 2022-11-23 02:00:11 - Dot-Product-Similarity: Pearson: 0.6368 Spearman: 0.6437 2022-11-23 02:00:11 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 3 after 7000 steps:
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2022-11-23 02:00:12 - Cosine-Similarity : Pearson: 0.5838 Spearman: 0.6110 2022-11-23 02:00:12 - Manhattan-Distance: Pearson: 0.5840 Spearman: 0.5744 2022-11-23 02:00:12 - Euclidean-Distance: Pearson: 0.5849 Spearman: 0.5745 2022-11-23 02:00:12 - Dot-Product-Similarity: Pearson: 0.4943 Spearman: 0.5062 2022-11-23 02:00:12 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 3 after 7000 steps:
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2022-11-23 02:00:12 - Cosine-Similarity : Pearson: 0.7177 Spearman: 0.7634 2022-11-23 02:00:12 - Manhattan-Distance: Pearson: 0.7479 Spearman: 0.7420 2022-11-23 02:00:12 - Euclidean-Distance: Pearson: 0.7477 Spearman: 0.7409 2022-11-23 02:00:12 - Dot-Product-Similarity: Pearson: 0.5952 Spearman: 0.6235 2022-11-23 02:00:12 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 02:03:33 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 3 after 8000 steps: 2022-11-23 02:03:33 - MSE (*100): 0.076146 2022-11-23 02:03:33 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 3 after 8000 steps:
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2022-11-23 02:03:54 - Accuracy src2trg: 91.04 2022-11-23 02:03:54 - Accuracy trg2src: 90.38 2022-11-23 02:03:54 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 3 after 8000 steps:
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2022-11-23 02:03:54 - Cosine-Similarity : Pearson: 0.6976 Spearman: 0.7357 2022-11-23 02:03:54 - Manhattan-Distance: Pearson: 0.7045 Spearman: 0.7151 2022-11-23 02:03:54 - Euclidean-Distance: Pearson: 0.7039 Spearman: 0.7159 2022-11-23 02:03:54 - Dot-Product-Similarity: Pearson: 0.6364 Spearman: 0.6490 2022-11-23 02:03:54 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 3 after 8000 steps:
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2022-11-23 02:03:55 - Cosine-Similarity : Pearson: 0.5862 Spearman: 0.6108 2022-11-23 02:03:55 - Manhattan-Distance: Pearson: 0.5851 Spearman: 0.5758 2022-11-23 02:03:55 - Euclidean-Distance: Pearson: 0.5858 Spearman: 0.5765 2022-11-23 02:03:55 - Dot-Product-Similarity: Pearson: 0.4886 Spearman: 0.5034 2022-11-23 02:03:55 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 3 after 8000 steps:
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2022-11-23 02:03:55 - Cosine-Similarity : Pearson: 0.7207 Spearman: 0.7663 2022-11-23 02:03:55 - Manhattan-Distance: Pearson: 0.7483 Spearman: 0.7437 2022-11-23 02:03:55 - Euclidean-Distance: Pearson: 0.7481 Spearman: 0.7428 2022-11-23 02:03:55 - Dot-Product-Similarity: Pearson: 0.5963 Spearman: 0.6241 2022-11-23 02:03:55 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 02:07:17 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 3 after 9000 steps: 2022-11-23 02:07:17 - MSE (*100): 0.075990 2022-11-23 02:07:17 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 3 after 9000 steps:
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2022-11-23 02:07:37 - Accuracy src2trg: 91.01 2022-11-23 02:07:37 - Accuracy trg2src: 90.27 2022-11-23 02:07:37 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 3 after 9000 steps:
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2022-11-23 02:07:38 - Cosine-Similarity : Pearson: 0.6936 Spearman: 0.7346 2022-11-23 02:07:38 - Manhattan-Distance: Pearson: 0.7004 Spearman: 0.7088 2022-11-23 02:07:38 - Euclidean-Distance: Pearson: 0.6997 Spearman: 0.7095 2022-11-23 02:07:38 - Dot-Product-Similarity: Pearson: 0.6418 Spearman: 0.6502 2022-11-23 02:07:38 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 3 after 9000 steps:
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2022-11-23 02:07:38 - Cosine-Similarity : Pearson: 0.5825 Spearman: 0.6058 2022-11-23 02:07:38 - Manhattan-Distance: Pearson: 0.5833 Spearman: 0.5714 2022-11-23 02:07:38 - Euclidean-Distance: Pearson: 0.5835 Spearman: 0.5725 2022-11-23 02:07:38 - Dot-Product-Similarity: Pearson: 0.4975 Spearman: 0.5105 2022-11-23 02:07:38 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 3 after 9000 steps:
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2022-11-23 02:07:38 - Cosine-Similarity : Pearson: 0.7183 Spearman: 0.7624 2022-11-23 02:07:38 - Manhattan-Distance: Pearson: 0.7475 Spearman: 0.7416 2022-11-23 02:07:38 - Euclidean-Distance: Pearson: 0.7469 Spearman: 0.7401 2022-11-23 02:07:38 - Dot-Product-Similarity: Pearson: 0.5998 Spearman: 0.6262
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2022-11-23 02:11:00 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 3 after 10000 steps: 2022-11-23 02:11:00 - MSE (*100): 0.075952 2022-11-23 02:11:00 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 3 after 10000 steps:
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2022-11-23 02:11:21 - Accuracy src2trg: 91.16 2022-11-23 02:11:21 - Accuracy trg2src: 90.33 2022-11-23 02:11:21 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 3 after 10000 steps:
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2022-11-23 02:11:21 - Cosine-Similarity : Pearson: 0.6961 Spearman: 0.7373 2022-11-23 02:11:21 - Manhattan-Distance: Pearson: 0.7032 Spearman: 0.7134 2022-11-23 02:11:21 - Euclidean-Distance: Pearson: 0.7022 Spearman: 0.7120 2022-11-23 02:11:21 - Dot-Product-Similarity: Pearson: 0.6409 Spearman: 0.6504 2022-11-23 02:11:21 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 3 after 10000 steps:
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2022-11-23 02:11:21 - Cosine-Similarity : Pearson: 0.5856 Spearman: 0.6113 2022-11-23 02:11:21 - Manhattan-Distance: Pearson: 0.5841 Spearman: 0.5730 2022-11-23 02:11:21 - Euclidean-Distance: Pearson: 0.5847 Spearman: 0.5715 2022-11-23 02:11:21 - Dot-Product-Similarity: Pearson: 0.4964 Spearman: 0.5125 2022-11-23 02:11:21 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 3 after 10000 steps:
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2022-11-23 02:11:21 - Cosine-Similarity : Pearson: 0.7211 Spearman: 0.7670 2022-11-23 02:11:21 - Manhattan-Distance: Pearson: 0.7496 Spearman: 0.7454 2022-11-23 02:11:21 - Euclidean-Distance: Pearson: 0.7493 Spearman: 0.7450 2022-11-23 02:11:21 - Dot-Product-Similarity: Pearson: 0.5969 Spearman: 0.6236 2022-11-23 02:11:21 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 02:14:42 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 3 after 11000 steps: 2022-11-23 02:14:42 - MSE (*100): 0.075795 2022-11-23 02:14:42 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 3 after 11000 steps:
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2022-11-23 02:15:03 - Accuracy src2trg: 91.11 2022-11-23 02:15:03 - Accuracy trg2src: 90.25 2022-11-23 02:15:03 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 3 after 11000 steps:
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2022-11-23 02:15:03 - Cosine-Similarity : Pearson: 0.6930 Spearman: 0.7356 2022-11-23 02:15:03 - Manhattan-Distance: Pearson: 0.7011 Spearman: 0.7120 2022-11-23 02:15:03 - Euclidean-Distance: Pearson: 0.7001 Spearman: 0.7109 2022-11-23 02:15:03 - Dot-Product-Similarity: Pearson: 0.6340 Spearman: 0.6453 2022-11-23 02:15:03 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 3 after 11000 steps:
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2022-11-23 02:15:04 - Cosine-Similarity : Pearson: 0.5828 Spearman: 0.6085 2022-11-23 02:15:04 - Manhattan-Distance: Pearson: 0.5829 Spearman: 0.5730 2022-11-23 02:15:04 - Euclidean-Distance: Pearson: 0.5835 Spearman: 0.5720 2022-11-23 02:15:04 - Dot-Product-Similarity: Pearson: 0.4883 Spearman: 0.5031 2022-11-23 02:15:04 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 3 after 11000 steps:
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2022-11-23 02:15:04 - Cosine-Similarity : Pearson: 0.7188 Spearman: 0.7642 2022-11-23 02:15:04 - Manhattan-Distance: Pearson: 0.7468 Spearman: 0.7391 2022-11-23 02:15:04 - Euclidean-Distance: Pearson: 0.7464 Spearman: 0.7386 2022-11-23 02:15:04 - Dot-Product-Similarity: Pearson: 0.5921 Spearman: 0.6213
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2022-11-23 02:17:07 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset after epoch 3: 2022-11-23 02:17:07 - MSE (*100): 0.075922 2022-11-23 02:17:07 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset after epoch 3:
Epoch: 30%|███ | 3/10 [5:15:23<9:06:21, 4683.02s/it]
2022-11-23 02:17:28 - Accuracy src2trg: 91.09 2022-11-23 02:17:28 - Accuracy trg2src: 90.33 2022-11-23 02:17:28 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset after epoch 3:
Epoch: 30%|███ | 3/10 [5:15:24<9:06:21, 4683.02s/it]
2022-11-23 02:17:28 - Cosine-Similarity : Pearson: 0.6952 Spearman: 0.7357 2022-11-23 02:17:28 - Manhattan-Distance: Pearson: 0.6998 Spearman: 0.7109 2022-11-23 02:17:28 - Euclidean-Distance: Pearson: 0.6993 Spearman: 0.7087 2022-11-23 02:17:28 - Dot-Product-Similarity: Pearson: 0.6337 Spearman: 0.6436 2022-11-23 02:17:28 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset after epoch 3:
Epoch: 30%|███ | 3/10 [5:15:24<9:06:21, 4683.02s/it]
2022-11-23 02:17:29 - Cosine-Similarity : Pearson: 0.5859 Spearman: 0.6107 2022-11-23 02:17:29 - Manhattan-Distance: Pearson: 0.5829 Spearman: 0.5732 2022-11-23 02:17:29 - Euclidean-Distance: Pearson: 0.5839 Spearman: 0.5734 2022-11-23 02:17:29 - Dot-Product-Similarity: Pearson: 0.4916 Spearman: 0.5074 2022-11-23 02:17:29 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset after epoch 3:
Epoch: 40%|████ | 4/10 [5:15:24<6:25:49, 3858.23s/it]
2022-11-23 02:17:29 - Cosine-Similarity : Pearson: 0.7201 Spearman: 0.7633 2022-11-23 02:17:29 - Manhattan-Distance: Pearson: 0.7469 Spearman: 0.7404 2022-11-23 02:17:29 - Euclidean-Distance: Pearson: 0.7463 Spearman: 0.7403 2022-11-23 02:17:29 - Dot-Product-Similarity: Pearson: 0.5893 Spearman: 0.6152
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2022-11-23 02:20:49 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 4 after 1000 steps: 2022-11-23 02:20:49 - MSE (*100): 0.075719 2022-11-23 02:20:49 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 4 after 1000 steps:
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2022-11-23 02:21:10 - Accuracy src2trg: 91.28 2022-11-23 02:21:10 - Accuracy trg2src: 90.43 2022-11-23 02:21:10 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 4 after 1000 steps:
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2022-11-23 02:21:10 - Cosine-Similarity : Pearson: 0.6995 Spearman: 0.7372 2022-11-23 02:21:10 - Manhattan-Distance: Pearson: 0.7026 Spearman: 0.7137 2022-11-23 02:21:10 - Euclidean-Distance: Pearson: 0.7016 Spearman: 0.7113 2022-11-23 02:21:10 - Dot-Product-Similarity: Pearson: 0.6425 Spearman: 0.6529 2022-11-23 02:21:10 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 4 after 1000 steps:
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2022-11-23 02:21:10 - Cosine-Similarity : Pearson: 0.5875 Spearman: 0.6134 2022-11-23 02:21:10 - Manhattan-Distance: Pearson: 0.5857 Spearman: 0.5737 2022-11-23 02:21:10 - Euclidean-Distance: Pearson: 0.5863 Spearman: 0.5739 2022-11-23 02:21:10 - Dot-Product-Similarity: Pearson: 0.4965 Spearman: 0.5096 2022-11-23 02:21:10 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 4 after 1000 steps:
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2022-11-23 02:21:11 - Cosine-Similarity : Pearson: 0.7221 Spearman: 0.7648 2022-11-23 02:21:11 - Manhattan-Distance: Pearson: 0.7479 Spearman: 0.7423 2022-11-23 02:21:11 - Euclidean-Distance: Pearson: 0.7472 Spearman: 0.7414 2022-11-23 02:21:11 - Dot-Product-Similarity: Pearson: 0.5990 Spearman: 0.6282 2022-11-23 02:21:11 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 02:24:32 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 4 after 2000 steps: 2022-11-23 02:24:32 - MSE (*100): 0.075551 2022-11-23 02:24:32 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 4 after 2000 steps:
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2022-11-23 02:24:53 - Accuracy src2trg: 91.16 2022-11-23 02:24:53 - Accuracy trg2src: 90.41 2022-11-23 02:24:53 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 4 after 2000 steps:
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2022-11-23 02:24:53 - Cosine-Similarity : Pearson: 0.6924 Spearman: 0.7350 2022-11-23 02:24:53 - Manhattan-Distance: Pearson: 0.7018 Spearman: 0.7136 2022-11-23 02:24:53 - Euclidean-Distance: Pearson: 0.7015 Spearman: 0.7110 2022-11-23 02:24:53 - Dot-Product-Similarity: Pearson: 0.6318 Spearman: 0.6475 2022-11-23 02:24:53 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 4 after 2000 steps:
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2022-11-23 02:28:14 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 4 after 3000 steps: 2022-11-23 02:28:14 - MSE (*100): 0.075475 2022-11-23 02:28:14 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 4 after 3000 steps:
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2022-11-23 02:28:35 - Accuracy src2trg: 91.25 2022-11-23 02:28:35 - Accuracy trg2src: 90.63 2022-11-23 02:28:35 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 4 after 3000 steps:
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2022-11-23 02:28:36 - Cosine-Similarity : Pearson: 0.6966 Spearman: 0.7360 2022-11-23 02:28:36 - Manhattan-Distance: Pearson: 0.7048 Spearman: 0.7145 2022-11-23 02:28:36 - Euclidean-Distance: Pearson: 0.7040 Spearman: 0.7142 2022-11-23 02:28:36 - Dot-Product-Similarity: Pearson: 0.6363 Spearman: 0.6469 2022-11-23 02:28:36 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 4 after 3000 steps:
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2022-11-23 02:28:36 - Cosine-Similarity : Pearson: 0.5870 Spearman: 0.6147 2022-11-23 02:28:36 - Manhattan-Distance: Pearson: 0.5891 Spearman: 0.5768 2022-11-23 02:28:36 - Euclidean-Distance: Pearson: 0.5901 Spearman: 0.5786 2022-11-23 02:28:36 - Dot-Product-Similarity: Pearson: 0.4960 Spearman: 0.5102 2022-11-23 02:28:36 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 4 after 3000 steps:
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2022-11-23 02:28:36 - Cosine-Similarity : Pearson: 0.7206 Spearman: 0.7628 2022-11-23 02:28:36 - Manhattan-Distance: Pearson: 0.7517 Spearman: 0.7457 2022-11-23 02:28:36 - Euclidean-Distance: Pearson: 0.7508 Spearman: 0.7441 2022-11-23 02:28:36 - Dot-Product-Similarity: Pearson: 0.5980 Spearman: 0.6274
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2022-11-23 02:31:56 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 4 after 4000 steps: 2022-11-23 02:31:56 - MSE (*100): 0.075398 2022-11-23 02:31:56 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 4 after 4000 steps:
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2022-11-23 02:32:17 - Accuracy src2trg: 91.15 2022-11-23 02:32:17 - Accuracy trg2src: 90.55 2022-11-23 02:32:17 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 4 after 4000 steps:
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2022-11-23 02:32:17 - Cosine-Similarity : Pearson: 0.6953 Spearman: 0.7368 2022-11-23 02:32:17 - Manhattan-Distance: Pearson: 0.7032 Spearman: 0.7137 2022-11-23 02:32:17 - Euclidean-Distance: Pearson: 0.7026 Spearman: 0.7131 2022-11-23 02:32:17 - Dot-Product-Similarity: Pearson: 0.6333 Spearman: 0.6450 2022-11-23 02:32:17 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 4 after 4000 steps:
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2022-11-23 02:32:17 - Cosine-Similarity : Pearson: 0.5932 Spearman: 0.6175 2022-11-23 02:32:17 - Manhattan-Distance: Pearson: 0.5918 Spearman: 0.5822 2022-11-23 02:32:17 - Euclidean-Distance: Pearson: 0.5930 Spearman: 0.5844 2022-11-23 02:32:17 - Dot-Product-Similarity: Pearson: 0.5036 Spearman: 0.5162 2022-11-23 02:32:17 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 4 after 4000 steps:
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2022-11-23 02:32:17 - Cosine-Similarity : Pearson: 0.7240 Spearman: 0.7643 2022-11-23 02:32:17 - Manhattan-Distance: Pearson: 0.7533 Spearman: 0.7460 2022-11-23 02:32:17 - Euclidean-Distance: Pearson: 0.7525 Spearman: 0.7443 2022-11-23 02:32:17 - Dot-Product-Similarity: Pearson: 0.5938 Spearman: 0.6223 2022-11-23 02:32:17 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 02:35:39 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 4 after 5000 steps: 2022-11-23 02:35:39 - MSE (*100): 0.075229 2022-11-23 02:35:39 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 4 after 5000 steps:
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2022-11-23 02:35:59 - Accuracy src2trg: 91.35 2022-11-23 02:35:59 - Accuracy trg2src: 90.55 2022-11-23 02:35:59 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 4 after 5000 steps:
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2022-11-23 02:36:00 - Cosine-Similarity : Pearson: 0.6989 Spearman: 0.7380 2022-11-23 02:36:00 - Manhattan-Distance: Pearson: 0.7058 Spearman: 0.7154 2022-11-23 02:36:00 - Euclidean-Distance: Pearson: 0.7050 Spearman: 0.7142 2022-11-23 02:36:00 - Dot-Product-Similarity: Pearson: 0.6400 Spearman: 0.6511 2022-11-23 02:36:00 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 4 after 5000 steps:
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2022-11-23 02:36:00 - Cosine-Similarity : Pearson: 0.5918 Spearman: 0.6191 2022-11-23 02:36:00 - Manhattan-Distance: Pearson: 0.5913 Spearman: 0.5800 2022-11-23 02:36:00 - Euclidean-Distance: Pearson: 0.5920 Spearman: 0.5778 2022-11-23 02:36:00 - Dot-Product-Similarity: Pearson: 0.5019 Spearman: 0.5174 2022-11-23 02:36:00 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 4 after 5000 steps:
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2022-11-23 02:36:00 - Cosine-Similarity : Pearson: 0.7243 Spearman: 0.7673 2022-11-23 02:36:00 - Manhattan-Distance: Pearson: 0.7528 Spearman: 0.7464 2022-11-23 02:36:00 - Euclidean-Distance: Pearson: 0.7521 Spearman: 0.7463 2022-11-23 02:36:00 - Dot-Product-Similarity: Pearson: 0.6015 Spearman: 0.6308 2022-11-23 02:36:00 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 02:39:22 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 4 after 6000 steps: 2022-11-23 02:39:22 - MSE (*100): 0.075293 2022-11-23 02:39:22 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 4 after 6000 steps:
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2022-11-23 02:39:42 - Accuracy src2trg: 91.35 2022-11-23 02:39:42 - Accuracy trg2src: 90.63 2022-11-23 02:39:42 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 4 after 6000 steps:
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2022-11-23 02:39:43 - Cosine-Similarity : Pearson: 0.7002 Spearman: 0.7410 2022-11-23 02:39:43 - Manhattan-Distance: Pearson: 0.7055 Spearman: 0.7160 2022-11-23 02:39:43 - Euclidean-Distance: Pearson: 0.7047 Spearman: 0.7149 2022-11-23 02:39:43 - Dot-Product-Similarity: Pearson: 0.6475 Spearman: 0.6615 2022-11-23 02:39:43 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 4 after 6000 steps:
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2022-11-23 02:39:43 - Cosine-Similarity : Pearson: 0.5919 Spearman: 0.6173 2022-11-23 02:39:43 - Manhattan-Distance: Pearson: 0.5907 Spearman: 0.5796 2022-11-23 02:39:43 - Euclidean-Distance: Pearson: 0.5914 Spearman: 0.5793 2022-11-23 02:39:43 - Dot-Product-Similarity: Pearson: 0.5036 Spearman: 0.5201 2022-11-23 02:39:43 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 4 after 6000 steps:
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2022-11-23 02:39:43 - Cosine-Similarity : Pearson: 0.7240 Spearman: 0.7664 2022-11-23 02:39:43 - Manhattan-Distance: Pearson: 0.7518 Spearman: 0.7465 2022-11-23 02:39:43 - Euclidean-Distance: Pearson: 0.7510 Spearman: 0.7451 2022-11-23 02:39:43 - Dot-Product-Similarity: Pearson: 0.6010 Spearman: 0.6302 2022-11-23 02:39:43 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 02:43:05 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 4 after 7000 steps: 2022-11-23 02:43:05 - MSE (*100): 0.075227 2022-11-23 02:43:05 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 4 after 7000 steps:
Epoch: 40%|████ | 4/10 [5:41:20<6:25:49, 3858.23s/it]
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2022-11-23 02:43:25 - Accuracy src2trg: 91.39 2022-11-23 02:43:25 - Accuracy trg2src: 90.53 2022-11-23 02:43:25 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 4 after 7000 steps:
Epoch: 40%|████ | 4/10 [5:41:21<6:25:49, 3858.23s/it]
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2022-11-23 02:43:26 - Cosine-Similarity : Pearson: 0.7007 Spearman: 0.7382 2022-11-23 02:43:26 - Manhattan-Distance: Pearson: 0.7068 Spearman: 0.7167 2022-11-23 02:43:26 - Euclidean-Distance: Pearson: 0.7064 Spearman: 0.7176 2022-11-23 02:43:26 - Dot-Product-Similarity: Pearson: 0.6413 Spearman: 0.6520 2022-11-23 02:43:26 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 4 after 7000 steps:
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2022-11-23 02:43:26 - Cosine-Similarity : Pearson: 0.5942 Spearman: 0.6164 2022-11-23 02:43:26 - Manhattan-Distance: Pearson: 0.5938 Spearman: 0.5837 2022-11-23 02:43:26 - Euclidean-Distance: Pearson: 0.5949 Spearman: 0.5834 2022-11-23 02:43:26 - Dot-Product-Similarity: Pearson: 0.5003 Spearman: 0.5179 2022-11-23 02:43:26 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 4 after 7000 steps:
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2022-11-23 02:43:26 - Cosine-Similarity : Pearson: 0.7265 Spearman: 0.7679 2022-11-23 02:43:26 - Manhattan-Distance: Pearson: 0.7541 Spearman: 0.7473 2022-11-23 02:43:26 - Euclidean-Distance: Pearson: 0.7532 Spearman: 0.7471 2022-11-23 02:43:26 - Dot-Product-Similarity: Pearson: 0.6063 Spearman: 0.6342
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2022-11-23 02:46:47 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 4 after 8000 steps: 2022-11-23 02:46:47 - MSE (*100): 0.075157 2022-11-23 02:46:47 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 4 after 8000 steps:
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2022-11-23 02:47:08 - Accuracy src2trg: 91.49 2022-11-23 02:47:08 - Accuracy trg2src: 90.69 2022-11-23 02:47:08 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 4 after 8000 steps:
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2022-11-23 02:47:09 - Cosine-Similarity : Pearson: 0.7014 Spearman: 0.7401 2022-11-23 02:47:09 - Manhattan-Distance: Pearson: 0.7070 Spearman: 0.7161 2022-11-23 02:47:09 - Euclidean-Distance: Pearson: 0.7062 Spearman: 0.7164 2022-11-23 02:47:09 - Dot-Product-Similarity: Pearson: 0.6412 Spearman: 0.6522 2022-11-23 02:47:09 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 4 after 8000 steps:
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2022-11-23 02:47:09 - Cosine-Similarity : Pearson: 0.5923 Spearman: 0.6155 2022-11-23 02:47:09 - Manhattan-Distance: Pearson: 0.5894 Spearman: 0.5779 2022-11-23 02:47:09 - Euclidean-Distance: Pearson: 0.5903 Spearman: 0.5801 2022-11-23 02:47:09 - Dot-Product-Similarity: Pearson: 0.5049 Spearman: 0.5213 2022-11-23 02:47:09 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 4 after 8000 steps:
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2022-11-23 02:47:09 - Cosine-Similarity : Pearson: 0.7251 Spearman: 0.7673 2022-11-23 02:47:09 - Manhattan-Distance: Pearson: 0.7531 Spearman: 0.7478 2022-11-23 02:47:09 - Euclidean-Distance: Pearson: 0.7524 Spearman: 0.7467 2022-11-23 02:47:09 - Dot-Product-Similarity: Pearson: 0.6014 Spearman: 0.6301
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2022-11-23 02:50:30 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 4 after 9000 steps: 2022-11-23 02:50:30 - MSE (*100): 0.075103 2022-11-23 02:50:30 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 4 after 9000 steps:
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2022-11-23 02:50:51 - Accuracy src2trg: 91.40 2022-11-23 02:50:51 - Accuracy trg2src: 90.71 2022-11-23 02:50:51 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 4 after 9000 steps:
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2022-11-23 02:50:51 - Cosine-Similarity : Pearson: 0.6996 Spearman: 0.7402 2022-11-23 02:50:51 - Manhattan-Distance: Pearson: 0.7054 Spearman: 0.7166 2022-11-23 02:50:51 - Euclidean-Distance: Pearson: 0.7045 Spearman: 0.7159 2022-11-23 02:50:51 - Dot-Product-Similarity: Pearson: 0.6429 Spearman: 0.6516 2022-11-23 02:50:51 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 4 after 9000 steps:
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2022-11-23 02:50:51 - Cosine-Similarity : Pearson: 0.5870 Spearman: 0.6123 2022-11-23 02:50:51 - Manhattan-Distance: Pearson: 0.5885 Spearman: 0.5770 2022-11-23 02:50:51 - Euclidean-Distance: Pearson: 0.5892 Spearman: 0.5771 2022-11-23 02:50:51 - Dot-Product-Similarity: Pearson: 0.4994 Spearman: 0.5122 2022-11-23 02:50:51 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 4 after 9000 steps:
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2022-11-23 02:50:51 - Cosine-Similarity : Pearson: 0.7252 Spearman: 0.7702 2022-11-23 02:50:51 - Manhattan-Distance: Pearson: 0.7523 Spearman: 0.7469 2022-11-23 02:50:51 - Euclidean-Distance: Pearson: 0.7514 Spearman: 0.7460 2022-11-23 02:50:51 - Dot-Product-Similarity: Pearson: 0.6053 Spearman: 0.6340
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2022-11-23 02:54:12 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 4 after 10000 steps: 2022-11-23 02:54:12 - MSE (*100): 0.074965 2022-11-23 02:54:12 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 4 after 10000 steps:
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2022-11-23 02:54:32 - Accuracy src2trg: 91.41 2022-11-23 02:54:32 - Accuracy trg2src: 90.74 2022-11-23 02:54:32 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 4 after 10000 steps:
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2022-11-23 02:54:33 - Cosine-Similarity : Pearson: 0.7006 Spearman: 0.7411 2022-11-23 02:54:33 - Manhattan-Distance: Pearson: 0.7092 Spearman: 0.7204 2022-11-23 02:54:33 - Euclidean-Distance: Pearson: 0.7083 Spearman: 0.7195 2022-11-23 02:54:33 - Dot-Product-Similarity: Pearson: 0.6423 Spearman: 0.6552 2022-11-23 02:54:33 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 4 after 10000 steps:
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2022-11-23 02:54:33 - Cosine-Similarity : Pearson: 0.5934 Spearman: 0.6175 2022-11-23 02:54:33 - Manhattan-Distance: Pearson: 0.5930 Spearman: 0.5832 2022-11-23 02:54:33 - Euclidean-Distance: Pearson: 0.5939 Spearman: 0.5828 2022-11-23 02:54:33 - Dot-Product-Similarity: Pearson: 0.5077 Spearman: 0.5206 2022-11-23 02:54:33 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 4 after 10000 steps:
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2022-11-23 02:54:33 - Cosine-Similarity : Pearson: 0.7252 Spearman: 0.7677 2022-11-23 02:54:33 - Manhattan-Distance: Pearson: 0.7542 Spearman: 0.7469 2022-11-23 02:54:33 - Euclidean-Distance: Pearson: 0.7535 Spearman: 0.7460 2022-11-23 02:54:33 - Dot-Product-Similarity: Pearson: 0.5992 Spearman: 0.6279 2022-11-23 02:54:33 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 02:57:54 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 4 after 11000 steps: 2022-11-23 02:57:54 - MSE (*100): 0.074778 2022-11-23 02:57:54 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 4 after 11000 steps:
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2022-11-23 02:58:14 - Accuracy src2trg: 91.36 2022-11-23 02:58:14 - Accuracy trg2src: 90.65 2022-11-23 02:58:15 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 4 after 11000 steps:
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2022-11-23 02:58:15 - Cosine-Similarity : Pearson: 0.6983 Spearman: 0.7398 2022-11-23 02:58:15 - Manhattan-Distance: Pearson: 0.7062 Spearman: 0.7179 2022-11-23 02:58:15 - Euclidean-Distance: Pearson: 0.7053 Spearman: 0.7163 2022-11-23 02:58:15 - Dot-Product-Similarity: Pearson: 0.6469 Spearman: 0.6545 2022-11-23 02:58:15 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 4 after 11000 steps:
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2022-11-23 02:58:15 - Cosine-Similarity : Pearson: 0.5883 Spearman: 0.6155 2022-11-23 02:58:15 - Manhattan-Distance: Pearson: 0.5908 Spearman: 0.5806 2022-11-23 02:58:15 - Euclidean-Distance: Pearson: 0.5919 Spearman: 0.5796 2022-11-23 02:58:15 - Dot-Product-Similarity: Pearson: 0.5024 Spearman: 0.5173 2022-11-23 02:58:15 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 4 after 11000 steps:
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2022-11-23 02:58:15 - Cosine-Similarity : Pearson: 0.7248 Spearman: 0.7666 2022-11-23 02:58:15 - Manhattan-Distance: Pearson: 0.7523 Spearman: 0.7454 2022-11-23 02:58:15 - Euclidean-Distance: Pearson: 0.7516 Spearman: 0.7464 2022-11-23 02:58:15 - Dot-Product-Similarity: Pearson: 0.6099 Spearman: 0.6406
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2022-11-23 03:00:17 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset after epoch 4: 2022-11-23 03:00:17 - MSE (*100): 0.074851 2022-11-23 03:00:17 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset after epoch 4:
Epoch: 40%|████ | 4/10 [5:58:33<6:25:49, 3858.23s/it]
2022-11-23 03:00:38 - Accuracy src2trg: 91.48 2022-11-23 03:00:38 - Accuracy trg2src: 90.88 2022-11-23 03:00:38 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset after epoch 4:
Epoch: 40%|████ | 4/10 [5:58:33<6:25:49, 3858.23s/it]
2022-11-23 03:00:38 - Cosine-Similarity : Pearson: 0.6987 Spearman: 0.7399 2022-11-23 03:00:38 - Manhattan-Distance: Pearson: 0.7079 Spearman: 0.7199 2022-11-23 03:00:38 - Euclidean-Distance: Pearson: 0.7067 Spearman: 0.7187 2022-11-23 03:00:38 - Dot-Product-Similarity: Pearson: 0.6356 Spearman: 0.6474 2022-11-23 03:00:38 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset after epoch 4:
Epoch: 40%|████ | 4/10 [5:58:34<6:25:49, 3858.23s/it]
2022-11-23 03:00:38 - Cosine-Similarity : Pearson: 0.5877 Spearman: 0.6124 2022-11-23 03:00:38 - Manhattan-Distance: Pearson: 0.5865 Spearman: 0.5758 2022-11-23 03:00:38 - Euclidean-Distance: Pearson: 0.5872 Spearman: 0.5761 2022-11-23 03:00:38 - Dot-Product-Similarity: Pearson: 0.5004 Spearman: 0.5172 2022-11-23 03:00:38 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset after epoch 4:
Epoch: 50%|█████ | 5/10 [5:58:34<4:43:24, 3400.82s/it]
2022-11-23 03:00:39 - Cosine-Similarity : Pearson: 0.7245 Spearman: 0.7694 2022-11-23 03:00:39 - Manhattan-Distance: Pearson: 0.7536 Spearman: 0.7491 2022-11-23 03:00:39 - Euclidean-Distance: Pearson: 0.7529 Spearman: 0.7487 2022-11-23 03:00:39 - Dot-Product-Similarity: Pearson: 0.6002 Spearman: 0.6296
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2022-11-23 03:03:59 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 5 after 1000 steps: 2022-11-23 03:03:59 - MSE (*100): 0.074833 2022-11-23 03:03:59 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 5 after 1000 steps:
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2022-11-23 03:04:20 - Accuracy src2trg: 91.41 2022-11-23 03:04:20 - Accuracy trg2src: 90.77 2022-11-23 03:04:20 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 5 after 1000 steps:
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2022-11-23 03:04:21 - Cosine-Similarity : Pearson: 0.7025 Spearman: 0.7425 2022-11-23 03:04:21 - Manhattan-Distance: Pearson: 0.7082 Spearman: 0.7205 2022-11-23 03:04:21 - Euclidean-Distance: Pearson: 0.7071 Spearman: 0.7186 2022-11-23 03:04:21 - Dot-Product-Similarity: Pearson: 0.6509 Spearman: 0.6650 2022-11-23 03:04:21 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 5 after 1000 steps:
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2022-11-23 03:04:21 - Cosine-Similarity : Pearson: 0.5937 Spearman: 0.6206 2022-11-23 03:04:21 - Manhattan-Distance: Pearson: 0.5918 Spearman: 0.5818 2022-11-23 03:04:21 - Euclidean-Distance: Pearson: 0.5926 Spearman: 0.5829 2022-11-23 03:04:21 - Dot-Product-Similarity: Pearson: 0.5097 Spearman: 0.5276 2022-11-23 03:04:21 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 5 after 1000 steps:
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2022-11-23 03:04:21 - Cosine-Similarity : Pearson: 0.7271 Spearman: 0.7706 2022-11-23 03:04:21 - Manhattan-Distance: Pearson: 0.7533 Spearman: 0.7493 2022-11-23 03:04:21 - Euclidean-Distance: Pearson: 0.7530 Spearman: 0.7486 2022-11-23 03:04:21 - Dot-Product-Similarity: Pearson: 0.6125 Spearman: 0.6430 2022-11-23 03:04:21 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 03:07:42 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 5 after 2000 steps: 2022-11-23 03:07:42 - MSE (*100): 0.074692 2022-11-23 03:07:42 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 5 after 2000 steps:
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2022-11-23 03:08:03 - Accuracy src2trg: 91.45 2022-11-23 03:08:03 - Accuracy trg2src: 90.77 2022-11-23 03:08:03 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 5 after 2000 steps:
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2022-11-23 03:08:03 - Cosine-Similarity : Pearson: 0.7051 Spearman: 0.7454 2022-11-23 03:08:03 - Manhattan-Distance: Pearson: 0.7099 Spearman: 0.7207 2022-11-23 03:08:03 - Euclidean-Distance: Pearson: 0.7088 Spearman: 0.7203 2022-11-23 03:08:03 - Dot-Product-Similarity: Pearson: 0.6542 Spearman: 0.6673 2022-11-23 03:08:03 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 5 after 2000 steps:
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2022-11-23 03:08:03 - Cosine-Similarity : Pearson: 0.5953 Spearman: 0.6221 2022-11-23 03:08:03 - Manhattan-Distance: Pearson: 0.5929 Spearman: 0.5821 2022-11-23 03:08:03 - Euclidean-Distance: Pearson: 0.5940 Spearman: 0.5819 2022-11-23 03:08:03 - Dot-Product-Similarity: Pearson: 0.5072 Spearman: 0.5232 2022-11-23 03:08:03 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 5 after 2000 steps:
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2022-11-23 03:08:04 - Cosine-Similarity : Pearson: 0.7276 Spearman: 0.7714 2022-11-23 03:08:04 - Manhattan-Distance: Pearson: 0.7534 Spearman: 0.7485 2022-11-23 03:08:04 - Euclidean-Distance: Pearson: 0.7526 Spearman: 0.7478 2022-11-23 03:08:04 - Dot-Product-Similarity: Pearson: 0.6063 Spearman: 0.6364 2022-11-23 03:08:04 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 03:11:25 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 5 after 3000 steps: 2022-11-23 03:11:25 - MSE (*100): 0.074659 2022-11-23 03:11:25 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 5 after 3000 steps:
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2022-11-23 03:11:46 - Accuracy src2trg: 91.53 2022-11-23 03:11:46 - Accuracy trg2src: 90.81 2022-11-23 03:11:46 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 5 after 3000 steps:
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2022-11-23 03:11:46 - Cosine-Similarity : Pearson: 0.7036 Spearman: 0.7425 2022-11-23 03:11:46 - Manhattan-Distance: Pearson: 0.7086 Spearman: 0.7184 2022-11-23 03:11:46 - Euclidean-Distance: Pearson: 0.7075 Spearman: 0.7173 2022-11-23 03:11:46 - Dot-Product-Similarity: Pearson: 0.6432 Spearman: 0.6596 2022-11-23 03:11:46 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 5 after 3000 steps:
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2022-11-23 03:11:46 - Cosine-Similarity : Pearson: 0.5956 Spearman: 0.6253 2022-11-23 03:11:46 - Manhattan-Distance: Pearson: 0.5940 Spearman: 0.5844 2022-11-23 03:11:46 - Euclidean-Distance: Pearson: 0.5946 Spearman: 0.5850 2022-11-23 03:11:46 - Dot-Product-Similarity: Pearson: 0.5080 Spearman: 0.5239 2022-11-23 03:11:46 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 5 after 3000 steps:
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2022-11-23 03:11:47 - Cosine-Similarity : Pearson: 0.7280 Spearman: 0.7693 2022-11-23 03:11:47 - Manhattan-Distance: Pearson: 0.7546 Spearman: 0.7499 2022-11-23 03:11:47 - Euclidean-Distance: Pearson: 0.7537 Spearman: 0.7485 2022-11-23 03:11:47 - Dot-Product-Similarity: Pearson: 0.6014 Spearman: 0.6300
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2022-11-23 03:15:08 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 5 after 4000 steps: 2022-11-23 03:15:08 - MSE (*100): 0.074424 2022-11-23 03:15:08 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 5 after 4000 steps:
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2022-11-23 03:15:28 - Accuracy src2trg: 91.56 2022-11-23 03:15:28 - Accuracy trg2src: 90.89 2022-11-23 03:15:28 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 5 after 4000 steps:
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2022-11-23 03:15:29 - Cosine-Similarity : Pearson: 0.7041 Spearman: 0.7429 2022-11-23 03:15:29 - Manhattan-Distance: Pearson: 0.7112 Spearman: 0.7236 2022-11-23 03:15:29 - Euclidean-Distance: Pearson: 0.7103 Spearman: 0.7211 2022-11-23 03:15:29 - Dot-Product-Similarity: Pearson: 0.6492 Spearman: 0.6620 2022-11-23 03:15:29 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 5 after 4000 steps:
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2022-11-23 03:15:29 - Cosine-Similarity : Pearson: 0.5968 Spearman: 0.6237 2022-11-23 03:15:29 - Manhattan-Distance: Pearson: 0.5966 Spearman: 0.5884 2022-11-23 03:15:29 - Euclidean-Distance: Pearson: 0.5970 Spearman: 0.5896 2022-11-23 03:15:29 - Dot-Product-Similarity: Pearson: 0.5163 Spearman: 0.5304 2022-11-23 03:15:29 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 5 after 4000 steps:
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2022-11-23 03:15:29 - Cosine-Similarity : Pearson: 0.7245 Spearman: 0.7670 2022-11-23 03:15:29 - Manhattan-Distance: Pearson: 0.7543 Spearman: 0.7475 2022-11-23 03:15:29 - Euclidean-Distance: Pearson: 0.7533 Spearman: 0.7466 2022-11-23 03:15:29 - Dot-Product-Similarity: Pearson: 0.6044 Spearman: 0.6345
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2022-11-23 03:18:49 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 5 after 5000 steps: 2022-11-23 03:18:49 - MSE (*100): 0.074429 2022-11-23 03:18:49 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 5 after 5000 steps:
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2022-11-23 03:19:10 - Accuracy src2trg: 91.69 2022-11-23 03:19:10 - Accuracy trg2src: 90.92 2022-11-23 03:19:10 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 5 after 5000 steps:
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2022-11-23 03:19:10 - Cosine-Similarity : Pearson: 0.7092 Spearman: 0.7480 2022-11-23 03:19:10 - Manhattan-Distance: Pearson: 0.7164 Spearman: 0.7278 2022-11-23 03:19:10 - Euclidean-Distance: Pearson: 0.7153 Spearman: 0.7258 2022-11-23 03:19:10 - Dot-Product-Similarity: Pearson: 0.6524 Spearman: 0.6632 2022-11-23 03:19:10 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 5 after 5000 steps:
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2022-11-23 03:19:10 - Cosine-Similarity : Pearson: 0.5998 Spearman: 0.6287 2022-11-23 03:19:10 - Manhattan-Distance: Pearson: 0.5999 Spearman: 0.5901 2022-11-23 03:19:10 - Euclidean-Distance: Pearson: 0.6010 Spearman: 0.5923 2022-11-23 03:19:10 - Dot-Product-Similarity: Pearson: 0.5077 Spearman: 0.5160 2022-11-23 03:19:10 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 5 after 5000 steps:
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2022-11-23 03:19:11 - Cosine-Similarity : Pearson: 0.7307 Spearman: 0.7730 2022-11-23 03:19:11 - Manhattan-Distance: Pearson: 0.7581 Spearman: 0.7520 2022-11-23 03:19:11 - Euclidean-Distance: Pearson: 0.7572 Spearman: 0.7520 2022-11-23 03:19:11 - Dot-Product-Similarity: Pearson: 0.6057 Spearman: 0.6377 2022-11-23 03:19:11 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 03:22:31 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 5 after 6000 steps: 2022-11-23 03:22:31 - MSE (*100): 0.074310 2022-11-23 03:22:31 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 5 after 6000 steps:
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2022-11-23 03:22:52 - Accuracy src2trg: 91.53 2022-11-23 03:22:52 - Accuracy trg2src: 90.90 2022-11-23 03:22:52 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 5 after 6000 steps:
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2022-11-23 03:22:52 - Cosine-Similarity : Pearson: 0.7013 Spearman: 0.7410 2022-11-23 03:22:52 - Manhattan-Distance: Pearson: 0.7082 Spearman: 0.7193 2022-11-23 03:22:52 - Euclidean-Distance: Pearson: 0.7071 Spearman: 0.7174 2022-11-23 03:22:52 - Dot-Product-Similarity: Pearson: 0.6482 Spearman: 0.6577 2022-11-23 03:22:52 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 5 after 6000 steps:
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2022-11-23 03:22:53 - Cosine-Similarity : Pearson: 0.5954 Spearman: 0.6209 2022-11-23 03:22:53 - Manhattan-Distance: Pearson: 0.5959 Spearman: 0.5862 2022-11-23 03:22:53 - Euclidean-Distance: Pearson: 0.5970 Spearman: 0.5878 2022-11-23 03:22:53 - Dot-Product-Similarity: Pearson: 0.5106 Spearman: 0.5298 2022-11-23 03:22:53 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 5 after 6000 steps:
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2022-11-23 03:22:53 - Cosine-Similarity : Pearson: 0.7274 Spearman: 0.7670 2022-11-23 03:22:53 - Manhattan-Distance: Pearson: 0.7532 Spearman: 0.7467 2022-11-23 03:22:53 - Euclidean-Distance: Pearson: 0.7524 Spearman: 0.7452 2022-11-23 03:22:53 - Dot-Product-Similarity: Pearson: 0.6124 Spearman: 0.6410
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2022-11-23 03:26:14 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 5 after 7000 steps: 2022-11-23 03:26:14 - MSE (*100): 0.074234 2022-11-23 03:26:14 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 5 after 7000 steps:
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2022-11-23 03:26:34 - Accuracy src2trg: 91.56 2022-11-23 03:26:34 - Accuracy trg2src: 90.98 2022-11-23 03:26:34 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 5 after 7000 steps:
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2022-11-23 03:26:35 - Cosine-Similarity : Pearson: 0.7056 Spearman: 0.7470 2022-11-23 03:26:35 - Manhattan-Distance: Pearson: 0.7131 Spearman: 0.7270 2022-11-23 03:26:35 - Euclidean-Distance: Pearson: 0.7121 Spearman: 0.7253 2022-11-23 03:26:35 - Dot-Product-Similarity: Pearson: 0.6539 Spearman: 0.6663 2022-11-23 03:26:35 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 5 after 7000 steps:
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2022-11-23 03:26:35 - Cosine-Similarity : Pearson: 0.5968 Spearman: 0.6244 2022-11-23 03:26:35 - Manhattan-Distance: Pearson: 0.5979 Spearman: 0.5880 2022-11-23 03:26:35 - Euclidean-Distance: Pearson: 0.5994 Spearman: 0.5889 2022-11-23 03:26:35 - Dot-Product-Similarity: Pearson: 0.5121 Spearman: 0.5280 2022-11-23 03:26:35 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 5 after 7000 steps:
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2022-11-23 03:26:35 - Cosine-Similarity : Pearson: 0.7297 Spearman: 0.7726 2022-11-23 03:26:35 - Manhattan-Distance: Pearson: 0.7569 Spearman: 0.7521 2022-11-23 03:26:35 - Euclidean-Distance: Pearson: 0.7560 Spearman: 0.7530 2022-11-23 03:26:35 - Dot-Product-Similarity: Pearson: 0.6124 Spearman: 0.6412
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2022-11-23 03:29:56 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 5 after 8000 steps: 2022-11-23 03:29:56 - MSE (*100): 0.074328 2022-11-23 03:29:56 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 5 after 8000 steps:
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2022-11-23 03:30:17 - Accuracy src2trg: 91.64 2022-11-23 03:30:17 - Accuracy trg2src: 90.91 2022-11-23 03:30:17 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 5 after 8000 steps:
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2022-11-23 03:30:17 - Cosine-Similarity : Pearson: 0.7004 Spearman: 0.7415 2022-11-23 03:30:17 - Manhattan-Distance: Pearson: 0.7122 Spearman: 0.7234 2022-11-23 03:30:17 - Euclidean-Distance: Pearson: 0.7111 Spearman: 0.7220 2022-11-23 03:30:17 - Dot-Product-Similarity: Pearson: 0.6409 Spearman: 0.6538 2022-11-23 03:30:17 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 5 after 8000 steps:
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2022-11-23 03:30:17 - Cosine-Similarity : Pearson: 0.5915 Spearman: 0.6198 2022-11-23 03:30:17 - Manhattan-Distance: Pearson: 0.5933 Spearman: 0.5831 2022-11-23 03:30:17 - Euclidean-Distance: Pearson: 0.5944 Spearman: 0.5836 2022-11-23 03:30:17 - Dot-Product-Similarity: Pearson: 0.5127 Spearman: 0.5272 2022-11-23 03:30:17 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 5 after 8000 steps:
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2022-11-23 03:30:17 - Cosine-Similarity : Pearson: 0.7265 Spearman: 0.7689 2022-11-23 03:30:17 - Manhattan-Distance: Pearson: 0.7554 Spearman: 0.7503 2022-11-23 03:30:17 - Euclidean-Distance: Pearson: 0.7545 Spearman: 0.7486 2022-11-23 03:30:17 - Dot-Product-Similarity: Pearson: 0.6056 Spearman: 0.6346
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2022-11-23 03:33:39 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 5 after 9000 steps: 2022-11-23 03:33:39 - MSE (*100): 0.074192 2022-11-23 03:33:39 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 5 after 9000 steps:
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2022-11-23 03:33:59 - Accuracy src2trg: 91.68 2022-11-23 03:33:59 - Accuracy trg2src: 90.99 2022-11-23 03:33:59 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 5 after 9000 steps:
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2022-11-23 03:34:00 - Cosine-Similarity : Pearson: 0.7043 Spearman: 0.7439 2022-11-23 03:34:00 - Manhattan-Distance: Pearson: 0.7129 Spearman: 0.7246 2022-11-23 03:34:00 - Euclidean-Distance: Pearson: 0.7119 Spearman: 0.7225 2022-11-23 03:34:00 - Dot-Product-Similarity: Pearson: 0.6501 Spearman: 0.6596 2022-11-23 03:34:00 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 5 after 9000 steps:
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2022-11-23 03:34:00 - Cosine-Similarity : Pearson: 0.5950 Spearman: 0.6218 2022-11-23 03:34:00 - Manhattan-Distance: Pearson: 0.5946 Spearman: 0.5853 2022-11-23 03:34:00 - Euclidean-Distance: Pearson: 0.5957 Spearman: 0.5855 2022-11-23 03:34:00 - Dot-Product-Similarity: Pearson: 0.5080 Spearman: 0.5253 2022-11-23 03:34:00 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 5 after 9000 steps:
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2022-11-23 03:34:00 - Cosine-Similarity : Pearson: 0.7282 Spearman: 0.7690 2022-11-23 03:34:00 - Manhattan-Distance: Pearson: 0.7561 Spearman: 0.7510 2022-11-23 03:34:00 - Euclidean-Distance: Pearson: 0.7551 Spearman: 0.7499 2022-11-23 03:34:00 - Dot-Product-Similarity: Pearson: 0.6150 Spearman: 0.6436
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2022-11-23 03:37:20 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 5 after 10000 steps: 2022-11-23 03:37:20 - MSE (*100): 0.074135 2022-11-23 03:37:20 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 5 after 10000 steps:
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2022-11-23 03:37:41 - Accuracy src2trg: 91.71 2022-11-23 03:37:41 - Accuracy trg2src: 91.00 2022-11-23 03:37:41 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 5 after 10000 steps:
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2022-11-23 03:37:41 - Cosine-Similarity : Pearson: 0.7046 Spearman: 0.7444 2022-11-23 03:37:41 - Manhattan-Distance: Pearson: 0.7115 Spearman: 0.7234 2022-11-23 03:37:41 - Euclidean-Distance: Pearson: 0.7105 Spearman: 0.7226 2022-11-23 03:37:41 - Dot-Product-Similarity: Pearson: 0.6553 Spearman: 0.6663 2022-11-23 03:37:41 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 5 after 10000 steps:
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2022-11-23 03:37:41 - Cosine-Similarity : Pearson: 0.5979 Spearman: 0.6242 2022-11-23 03:37:41 - Manhattan-Distance: Pearson: 0.5975 Spearman: 0.5874 2022-11-23 03:37:41 - Euclidean-Distance: Pearson: 0.5986 Spearman: 0.5891 2022-11-23 03:37:41 - Dot-Product-Similarity: Pearson: 0.5126 Spearman: 0.5267 2022-11-23 03:37:41 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 5 after 10000 steps:
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2022-11-23 03:37:42 - Cosine-Similarity : Pearson: 0.7281 Spearman: 0.7687 2022-11-23 03:37:42 - Manhattan-Distance: Pearson: 0.7564 Spearman: 0.7508 2022-11-23 03:37:42 - Euclidean-Distance: Pearson: 0.7555 Spearman: 0.7494 2022-11-23 03:37:42 - Dot-Product-Similarity: Pearson: 0.6087 Spearman: 0.6373
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2022-11-23 03:41:01 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 5 after 11000 steps: 2022-11-23 03:41:01 - MSE (*100): 0.074019 2022-11-23 03:41:01 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 5 after 11000 steps:
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2022-11-23 03:41:22 - Accuracy src2trg: 91.67 2022-11-23 03:41:22 - Accuracy trg2src: 91.05 2022-11-23 03:41:22 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 5 after 11000 steps:
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2022-11-23 03:41:22 - Cosine-Similarity : Pearson: 0.7033 Spearman: 0.7456 2022-11-23 03:41:22 - Manhattan-Distance: Pearson: 0.7114 Spearman: 0.7231 2022-11-23 03:41:22 - Euclidean-Distance: Pearson: 0.7106 Spearman: 0.7213 2022-11-23 03:41:22 - Dot-Product-Similarity: Pearson: 0.6482 Spearman: 0.6627 2022-11-23 03:41:22 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 5 after 11000 steps:
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2022-11-23 03:41:22 - Cosine-Similarity : Pearson: 0.6016 Spearman: 0.6293 2022-11-23 03:41:22 - Manhattan-Distance: Pearson: 0.5989 Spearman: 0.5894 2022-11-23 03:41:22 - Euclidean-Distance: Pearson: 0.6005 Spearman: 0.5918 2022-11-23 03:41:22 - Dot-Product-Similarity: Pearson: 0.5170 Spearman: 0.5352 2022-11-23 03:41:22 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 5 after 11000 steps:
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2022-11-23 03:41:22 - Cosine-Similarity : Pearson: 0.7290 Spearman: 0.7714 2022-11-23 03:41:22 - Manhattan-Distance: Pearson: 0.7577 Spearman: 0.7510 2022-11-23 03:41:22 - Euclidean-Distance: Pearson: 0.7568 Spearman: 0.7507 2022-11-23 03:41:22 - Dot-Product-Similarity: Pearson: 0.6078 Spearman: 0.6342
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2022-11-23 03:43:25 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset after epoch 5: 2022-11-23 03:43:25 - MSE (*100): 0.074097 2022-11-23 03:43:25 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset after epoch 5:
Epoch: 50%|█████ | 5/10 [6:41:41<4:43:24, 3400.82s/it]
2022-11-23 03:43:46 - Accuracy src2trg: 91.64 2022-11-23 03:43:46 - Accuracy trg2src: 90.87 2022-11-23 03:43:46 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset after epoch 5:
Epoch: 50%|█████ | 5/10 [6:41:41<4:43:24, 3400.82s/it]
2022-11-23 03:43:46 - Cosine-Similarity : Pearson: 0.7050 Spearman: 0.7451 2022-11-23 03:43:46 - Manhattan-Distance: Pearson: 0.7098 Spearman: 0.7222 2022-11-23 03:43:46 - Euclidean-Distance: Pearson: 0.7090 Spearman: 0.7204 2022-11-23 03:43:46 - Dot-Product-Similarity: Pearson: 0.6485 Spearman: 0.6592 2022-11-23 03:43:46 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset after epoch 5:
Epoch: 50%|█████ | 5/10 [6:41:41<4:43:24, 3400.82s/it]
2022-11-23 03:43:46 - Cosine-Similarity : Pearson: 0.6001 Spearman: 0.6246 2022-11-23 03:43:46 - Manhattan-Distance: Pearson: 0.5977 Spearman: 0.5883 2022-11-23 03:43:46 - Euclidean-Distance: Pearson: 0.5991 Spearman: 0.5895 2022-11-23 03:43:46 - Dot-Product-Similarity: Pearson: 0.5047 Spearman: 0.5209 2022-11-23 03:43:46 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset after epoch 5:
Epoch: 60%|██████ | 6/10 [6:41:42<3:28:17, 3124.44s/it]
2022-11-23 03:43:47 - Cosine-Similarity : Pearson: 0.7283 Spearman: 0.7702 2022-11-23 03:43:47 - Manhattan-Distance: Pearson: 0.7559 Spearman: 0.7484 2022-11-23 03:43:47 - Euclidean-Distance: Pearson: 0.7550 Spearman: 0.7473 2022-11-23 03:43:47 - Dot-Product-Similarity: Pearson: 0.6035 Spearman: 0.6324
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2022-11-23 03:47:08 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 6 after 1000 steps: 2022-11-23 03:47:08 - MSE (*100): 0.073914 2022-11-23 03:47:08 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 6 after 1000 steps:
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2022-11-23 03:47:28 - Accuracy src2trg: 91.72 2022-11-23 03:47:28 - Accuracy trg2src: 91.08 2022-11-23 03:47:28 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 6 after 1000 steps:
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2022-11-23 03:47:29 - Cosine-Similarity : Pearson: 0.7068 Spearman: 0.7465 2022-11-23 03:47:29 - Manhattan-Distance: Pearson: 0.7134 Spearman: 0.7251 2022-11-23 03:47:29 - Euclidean-Distance: Pearson: 0.7125 Spearman: 0.7226 2022-11-23 03:47:29 - Dot-Product-Similarity: Pearson: 0.6602 Spearman: 0.6742 2022-11-23 03:47:29 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 6 after 1000 steps:
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2022-11-23 03:47:29 - Cosine-Similarity : Pearson: 0.5975 Spearman: 0.6253 2022-11-23 03:47:29 - Manhattan-Distance: Pearson: 0.5970 Spearman: 0.5880 2022-11-23 03:47:29 - Euclidean-Distance: Pearson: 0.5984 Spearman: 0.5892 2022-11-23 03:47:29 - Dot-Product-Similarity: Pearson: 0.5129 Spearman: 0.5286 2022-11-23 03:47:29 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 6 after 1000 steps:
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2022-11-23 03:47:29 - Cosine-Similarity : Pearson: 0.7309 Spearman: 0.7715 2022-11-23 03:47:29 - Manhattan-Distance: Pearson: 0.7579 Spearman: 0.7523 2022-11-23 03:47:29 - Euclidean-Distance: Pearson: 0.7570 Spearman: 0.7512 2022-11-23 03:47:29 - Dot-Product-Similarity: Pearson: 0.6125 Spearman: 0.6428
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2022-11-23 03:50:50 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 6 after 2000 steps: 2022-11-23 03:50:50 - MSE (*100): 0.073850 2022-11-23 03:50:50 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 6 after 2000 steps:
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2022-11-23 03:51:10 - Accuracy src2trg: 91.74 2022-11-23 03:51:10 - Accuracy trg2src: 91.08 2022-11-23 03:51:10 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 6 after 2000 steps:
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2022-11-23 03:51:11 - Cosine-Similarity : Pearson: 0.7055 Spearman: 0.7440 2022-11-23 03:51:11 - Manhattan-Distance: Pearson: 0.7134 Spearman: 0.7247 2022-11-23 03:51:11 - Euclidean-Distance: Pearson: 0.7122 Spearman: 0.7224 2022-11-23 03:51:11 - Dot-Product-Similarity: Pearson: 0.6519 Spearman: 0.6656 2022-11-23 03:51:11 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 6 after 2000 steps:
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2022-11-23 03:51:11 - Cosine-Similarity : Pearson: 0.5985 Spearman: 0.6257 2022-11-23 03:51:11 - Manhattan-Distance: Pearson: 0.5996 Spearman: 0.5894 2022-11-23 03:51:11 - Euclidean-Distance: Pearson: 0.6003 Spearman: 0.5893 2022-11-23 03:51:11 - Dot-Product-Similarity: Pearson: 0.5134 Spearman: 0.5281 2022-11-23 03:51:11 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 6 after 2000 steps:
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2022-11-23 03:54:32 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 6 after 3000 steps: 2022-11-23 03:54:32 - MSE (*100): 0.073866 2022-11-23 03:54:32 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 6 after 3000 steps:
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2022-11-23 03:54:53 - Accuracy src2trg: 91.61 2022-11-23 03:54:53 - Accuracy trg2src: 90.96 2022-11-23 03:54:53 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 6 after 3000 steps:
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2022-11-23 03:54:53 - Cosine-Similarity : Pearson: 0.7051 Spearman: 0.7448 2022-11-23 03:54:53 - Manhattan-Distance: Pearson: 0.7136 Spearman: 0.7260 2022-11-23 03:54:53 - Euclidean-Distance: Pearson: 0.7127 Spearman: 0.7243 2022-11-23 03:54:53 - Dot-Product-Similarity: Pearson: 0.6497 Spearman: 0.6611 2022-11-23 03:54:53 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 6 after 3000 steps:
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2022-11-23 03:54:53 - Cosine-Similarity : Pearson: 0.5990 Spearman: 0.6240 2022-11-23 03:54:53 - Manhattan-Distance: Pearson: 0.6002 Spearman: 0.5908 2022-11-23 03:54:53 - Euclidean-Distance: Pearson: 0.6012 Spearman: 0.5915 2022-11-23 03:54:53 - Dot-Product-Similarity: Pearson: 0.5129 Spearman: 0.5268 2022-11-23 03:54:53 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 6 after 3000 steps:
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2022-11-23 03:54:54 - Cosine-Similarity : Pearson: 0.7278 Spearman: 0.7703 2022-11-23 03:54:54 - Manhattan-Distance: Pearson: 0.7576 Spearman: 0.7527 2022-11-23 03:54:54 - Euclidean-Distance: Pearson: 0.7566 Spearman: 0.7515 2022-11-23 03:54:54 - Dot-Product-Similarity: Pearson: 0.6092 Spearman: 0.6375
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2022-11-23 03:58:14 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 6 after 4000 steps: 2022-11-23 03:58:14 - MSE (*100): 0.073828 2022-11-23 03:58:14 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 6 after 4000 steps:
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2022-11-23 03:58:34 - Accuracy src2trg: 91.81 2022-11-23 03:58:34 - Accuracy trg2src: 91.14 2022-11-23 03:58:34 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 6 after 4000 steps:
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2022-11-23 03:58:35 - Cosine-Similarity : Pearson: 0.7077 Spearman: 0.7477 2022-11-23 03:58:35 - Manhattan-Distance: Pearson: 0.7153 Spearman: 0.7272 2022-11-23 03:58:35 - Euclidean-Distance: Pearson: 0.7144 Spearman: 0.7266 2022-11-23 03:58:35 - Dot-Product-Similarity: Pearson: 0.6429 Spearman: 0.6578 2022-11-23 03:58:35 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 6 after 4000 steps:
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2022-11-23 03:58:35 - Cosine-Similarity : Pearson: 0.6009 Spearman: 0.6300 2022-11-23 03:58:35 - Manhattan-Distance: Pearson: 0.5987 Spearman: 0.5901 2022-11-23 03:58:35 - Euclidean-Distance: Pearson: 0.6001 Spearman: 0.5894 2022-11-23 03:58:35 - Dot-Product-Similarity: Pearson: 0.5104 Spearman: 0.5248 2022-11-23 03:58:35 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 6 after 4000 steps:
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2022-11-23 03:58:35 - Cosine-Similarity : Pearson: 0.7284 Spearman: 0.7717 2022-11-23 03:58:35 - Manhattan-Distance: Pearson: 0.7569 Spearman: 0.7534 2022-11-23 03:58:35 - Euclidean-Distance: Pearson: 0.7559 Spearman: 0.7520 2022-11-23 03:58:35 - Dot-Product-Similarity: Pearson: 0.6057 Spearman: 0.6328 2022-11-23 03:58:35 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 04:01:56 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 6 after 5000 steps: 2022-11-23 04:01:56 - MSE (*100): 0.073786 2022-11-23 04:01:56 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 6 after 5000 steps:
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2022-11-23 04:02:17 - Accuracy src2trg: 91.67 2022-11-23 04:02:17 - Accuracy trg2src: 90.92 2022-11-23 04:02:17 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 6 after 5000 steps:
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2022-11-23 04:02:17 - Cosine-Similarity : Pearson: 0.7088 Spearman: 0.7479 2022-11-23 04:02:17 - Manhattan-Distance: Pearson: 0.7149 Spearman: 0.7273 2022-11-23 04:02:17 - Euclidean-Distance: Pearson: 0.7142 Spearman: 0.7256 2022-11-23 04:02:17 - Dot-Product-Similarity: Pearson: 0.6524 Spearman: 0.6657 2022-11-23 04:02:17 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 6 after 5000 steps:
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2022-11-23 04:02:18 - Cosine-Similarity : Pearson: 0.6032 Spearman: 0.6299 2022-11-23 04:02:18 - Manhattan-Distance: Pearson: 0.6019 Spearman: 0.5931 2022-11-23 04:02:18 - Euclidean-Distance: Pearson: 0.6030 Spearman: 0.5932 2022-11-23 04:02:18 - Dot-Product-Similarity: Pearson: 0.5166 Spearman: 0.5331 2022-11-23 04:02:18 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 6 after 5000 steps:
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2022-11-23 04:02:18 - Cosine-Similarity : Pearson: 0.7317 Spearman: 0.7726 2022-11-23 04:02:18 - Manhattan-Distance: Pearson: 0.7589 Spearman: 0.7536 2022-11-23 04:02:18 - Euclidean-Distance: Pearson: 0.7578 Spearman: 0.7522 2022-11-23 04:02:18 - Dot-Product-Similarity: Pearson: 0.6167 Spearman: 0.6436
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2022-11-23 04:05:38 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 6 after 6000 steps: 2022-11-23 04:05:38 - MSE (*100): 0.073649 2022-11-23 04:05:38 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 6 after 6000 steps:
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2022-11-23 04:05:59 - Accuracy src2trg: 91.81 2022-11-23 04:05:59 - Accuracy trg2src: 91.11 2022-11-23 04:05:59 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 6 after 6000 steps:
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2022-11-23 04:05:59 - Cosine-Similarity : Pearson: 0.7061 Spearman: 0.7458 2022-11-23 04:05:59 - Manhattan-Distance: Pearson: 0.7128 Spearman: 0.7265 2022-11-23 04:05:59 - Euclidean-Distance: Pearson: 0.7119 Spearman: 0.7240 2022-11-23 04:05:59 - Dot-Product-Similarity: Pearson: 0.6509 Spearman: 0.6617 2022-11-23 04:05:59 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 6 after 6000 steps:
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2022-11-23 04:05:59 - Cosine-Similarity : Pearson: 0.5993 Spearman: 0.6255 2022-11-23 04:05:59 - Manhattan-Distance: Pearson: 0.5987 Spearman: 0.5897 2022-11-23 04:05:59 - Euclidean-Distance: Pearson: 0.5997 Spearman: 0.5903 2022-11-23 04:05:59 - Dot-Product-Similarity: Pearson: 0.5114 Spearman: 0.5286 2022-11-23 04:05:59 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 6 after 6000 steps:
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2022-11-23 04:09:20 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 6 after 7000 steps: 2022-11-23 04:09:20 - MSE (*100): 0.073681 2022-11-23 04:09:20 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 6 after 7000 steps:
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2022-11-23 04:09:40 - Accuracy src2trg: 91.77 2022-11-23 04:09:40 - Accuracy trg2src: 91.16 2022-11-23 04:09:40 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 6 after 7000 steps:
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2022-11-23 04:09:41 - Cosine-Similarity : Pearson: 0.7090 Spearman: 0.7499 2022-11-23 04:09:41 - Manhattan-Distance: Pearson: 0.7144 Spearman: 0.7261 2022-11-23 04:09:41 - Euclidean-Distance: Pearson: 0.7134 Spearman: 0.7261 2022-11-23 04:09:41 - Dot-Product-Similarity: Pearson: 0.6556 Spearman: 0.6688 2022-11-23 04:09:41 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 6 after 7000 steps:
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2022-11-23 04:09:41 - Cosine-Similarity : Pearson: 0.6021 Spearman: 0.6281 2022-11-23 04:09:41 - Manhattan-Distance: Pearson: 0.5998 Spearman: 0.5922 2022-11-23 04:09:41 - Euclidean-Distance: Pearson: 0.6011 Spearman: 0.5925 2022-11-23 04:09:41 - Dot-Product-Similarity: Pearson: 0.5128 Spearman: 0.5295 2022-11-23 04:09:41 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 6 after 7000 steps:
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2022-11-23 04:09:41 - Cosine-Similarity : Pearson: 0.7319 Spearman: 0.7734 2022-11-23 04:09:41 - Manhattan-Distance: Pearson: 0.7587 Spearman: 0.7528 2022-11-23 04:09:41 - Euclidean-Distance: Pearson: 0.7575 Spearman: 0.7513 2022-11-23 04:09:41 - Dot-Product-Similarity: Pearson: 0.6091 Spearman: 0.6368 2022-11-23 04:09:41 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 04:13:01 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 6 after 8000 steps: 2022-11-23 04:13:01 - MSE (*100): 0.073613 2022-11-23 04:13:01 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 6 after 8000 steps:
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2022-11-23 04:13:22 - Accuracy src2trg: 91.81 2022-11-23 04:13:22 - Accuracy trg2src: 91.13 2022-11-23 04:13:22 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 6 after 8000 steps:
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2022-11-23 04:13:23 - Cosine-Similarity : Pearson: 0.7044 Spearman: 0.7446 2022-11-23 04:13:23 - Manhattan-Distance: Pearson: 0.7122 Spearman: 0.7241 2022-11-23 04:13:23 - Euclidean-Distance: Pearson: 0.7115 Spearman: 0.7232 2022-11-23 04:13:23 - Dot-Product-Similarity: Pearson: 0.6491 Spearman: 0.6662 2022-11-23 04:13:23 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 6 after 8000 steps:
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2022-11-23 04:13:23 - Cosine-Similarity : Pearson: 0.5977 Spearman: 0.6248 2022-11-23 04:13:23 - Manhattan-Distance: Pearson: 0.5968 Spearman: 0.5872 2022-11-23 04:13:23 - Euclidean-Distance: Pearson: 0.5980 Spearman: 0.5878 2022-11-23 04:13:23 - Dot-Product-Similarity: Pearson: 0.5155 Spearman: 0.5330 2022-11-23 04:13:23 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 6 after 8000 steps:
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2022-11-23 04:13:23 - Cosine-Similarity : Pearson: 0.7300 Spearman: 0.7692 2022-11-23 04:13:23 - Manhattan-Distance: Pearson: 0.7566 Spearman: 0.7498 2022-11-23 04:13:23 - Euclidean-Distance: Pearson: 0.7556 Spearman: 0.7484 2022-11-23 04:13:23 - Dot-Product-Similarity: Pearson: 0.6124 Spearman: 0.6399
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2022-11-23 04:16:43 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 6 after 9000 steps: 2022-11-23 04:16:43 - MSE (*100): 0.073582 2022-11-23 04:16:43 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 6 after 9000 steps:
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2022-11-23 04:17:03 - Accuracy src2trg: 91.74 2022-11-23 04:17:03 - Accuracy trg2src: 91.05 2022-11-23 04:17:03 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 6 after 9000 steps:
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2022-11-23 04:17:04 - Cosine-Similarity : Pearson: 0.7061 Spearman: 0.7466 2022-11-23 04:17:04 - Manhattan-Distance: Pearson: 0.7154 Spearman: 0.7282 2022-11-23 04:17:04 - Euclidean-Distance: Pearson: 0.7144 Spearman: 0.7254 2022-11-23 04:17:04 - Dot-Product-Similarity: Pearson: 0.6472 Spearman: 0.6607 2022-11-23 04:17:04 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 6 after 9000 steps:
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2022-11-23 04:17:04 - Cosine-Similarity : Pearson: 0.6026 Spearman: 0.6292 2022-11-23 04:17:04 - Manhattan-Distance: Pearson: 0.6017 Spearman: 0.5910 2022-11-23 04:17:04 - Euclidean-Distance: Pearson: 0.6035 Spearman: 0.5936 2022-11-23 04:17:04 - Dot-Product-Similarity: Pearson: 0.5121 Spearman: 0.5269 2022-11-23 04:17:04 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 6 after 9000 steps:
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2022-11-23 04:17:04 - Cosine-Similarity : Pearson: 0.7301 Spearman: 0.7700 2022-11-23 04:17:04 - Manhattan-Distance: Pearson: 0.7570 Spearman: 0.7501 2022-11-23 04:17:04 - Euclidean-Distance: Pearson: 0.7561 Spearman: 0.7494 2022-11-23 04:17:04 - Dot-Product-Similarity: Pearson: 0.6033 Spearman: 0.6318
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2022-11-23 04:20:24 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 6 after 10000 steps: 2022-11-23 04:20:24 - MSE (*100): 0.073524 2022-11-23 04:20:24 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 6 after 10000 steps:
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2022-11-23 04:20:45 - Accuracy src2trg: 91.85 2022-11-23 04:20:45 - Accuracy trg2src: 91.21 2022-11-23 04:20:45 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 6 after 10000 steps:
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2022-11-23 04:20:45 - Cosine-Similarity : Pearson: 0.7085 Spearman: 0.7493 2022-11-23 04:20:45 - Manhattan-Distance: Pearson: 0.7140 Spearman: 0.7262 2022-11-23 04:20:45 - Euclidean-Distance: Pearson: 0.7130 Spearman: 0.7260 2022-11-23 04:20:45 - Dot-Product-Similarity: Pearson: 0.6523 Spearman: 0.6678 2022-11-23 04:20:45 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 6 after 10000 steps:
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2022-11-23 04:20:45 - Cosine-Similarity : Pearson: 0.6066 Spearman: 0.6342 2022-11-23 04:20:45 - Manhattan-Distance: Pearson: 0.6029 Spearman: 0.5926 2022-11-23 04:20:45 - Euclidean-Distance: Pearson: 0.6042 Spearman: 0.5960 2022-11-23 04:20:45 - Dot-Product-Similarity: Pearson: 0.5216 Spearman: 0.5360 2022-11-23 04:20:45 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 6 after 10000 steps:
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2022-11-23 04:20:46 - Cosine-Similarity : Pearson: 0.7323 Spearman: 0.7716 2022-11-23 04:20:46 - Manhattan-Distance: Pearson: 0.7580 Spearman: 0.7536 2022-11-23 04:20:46 - Euclidean-Distance: Pearson: 0.7570 Spearman: 0.7519 2022-11-23 04:20:46 - Dot-Product-Similarity: Pearson: 0.6075 Spearman: 0.6300 2022-11-23 04:20:46 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 04:24:07 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 6 after 11000 steps: 2022-11-23 04:24:07 - MSE (*100): 0.073439 2022-11-23 04:24:07 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 6 after 11000 steps:
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2022-11-23 04:24:27 - Accuracy src2trg: 91.82 2022-11-23 04:24:27 - Accuracy trg2src: 91.13 2022-11-23 04:24:28 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 6 after 11000 steps:
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2022-11-23 04:24:28 - Cosine-Similarity : Pearson: 0.7078 Spearman: 0.7475 2022-11-23 04:24:28 - Manhattan-Distance: Pearson: 0.7139 Spearman: 0.7264 2022-11-23 04:24:28 - Euclidean-Distance: Pearson: 0.7128 Spearman: 0.7249 2022-11-23 04:24:28 - Dot-Product-Similarity: Pearson: 0.6584 Spearman: 0.6731 2022-11-23 04:24:28 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 6 after 11000 steps:
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2022-11-23 04:24:28 - Cosine-Similarity : Pearson: 0.6029 Spearman: 0.6308 2022-11-23 04:24:28 - Manhattan-Distance: Pearson: 0.6027 Spearman: 0.5917 2022-11-23 04:24:28 - Euclidean-Distance: Pearson: 0.6039 Spearman: 0.5942 2022-11-23 04:24:28 - Dot-Product-Similarity: Pearson: 0.5197 Spearman: 0.5342 2022-11-23 04:24:28 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 6 after 11000 steps:
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2022-11-23 04:24:28 - Cosine-Similarity : Pearson: 0.7327 Spearman: 0.7719 2022-11-23 04:24:28 - Manhattan-Distance: Pearson: 0.7585 Spearman: 0.7528 2022-11-23 04:24:28 - Euclidean-Distance: Pearson: 0.7576 Spearman: 0.7523 2022-11-23 04:24:28 - Dot-Product-Similarity: Pearson: 0.6224 Spearman: 0.6506
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2022-11-23 04:26:31 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset after epoch 6: 2022-11-23 04:26:31 - MSE (*100): 0.073418 2022-11-23 04:26:31 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset after epoch 6:
Epoch: 60%|██████ | 6/10 [7:24:46<3:28:17, 3124.44s/it]
2022-11-23 04:26:51 - Accuracy src2trg: 91.81 2022-11-23 04:26:51 - Accuracy trg2src: 91.14 2022-11-23 04:26:51 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset after epoch 6:
Epoch: 60%|██████ | 6/10 [7:24:47<3:28:17, 3124.44s/it]
2022-11-23 04:26:52 - Cosine-Similarity : Pearson: 0.7057 Spearman: 0.7462 2022-11-23 04:26:52 - Manhattan-Distance: Pearson: 0.7149 Spearman: 0.7273 2022-11-23 04:26:52 - Euclidean-Distance: Pearson: 0.7140 Spearman: 0.7265 2022-11-23 04:26:52 - Dot-Product-Similarity: Pearson: 0.6509 Spearman: 0.6643 2022-11-23 04:26:52 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset after epoch 6:
Epoch: 60%|██████ | 6/10 [7:24:47<3:28:17, 3124.44s/it]
2022-11-23 04:26:52 - Cosine-Similarity : Pearson: 0.6037 Spearman: 0.6305 2022-11-23 04:26:52 - Manhattan-Distance: Pearson: 0.6030 Spearman: 0.5911 2022-11-23 04:26:52 - Euclidean-Distance: Pearson: 0.6040 Spearman: 0.5943 2022-11-23 04:26:52 - Dot-Product-Similarity: Pearson: 0.5204 Spearman: 0.5355 2022-11-23 04:26:52 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset after epoch 6:
Epoch: 70%|███████ | 7/10 [7:24:47<2:27:24, 2948.20s/it]
2022-11-23 04:26:52 - Cosine-Similarity : Pearson: 0.7302 Spearman: 0.7709 2022-11-23 04:26:52 - Manhattan-Distance: Pearson: 0.7582 Spearman: 0.7523 2022-11-23 04:26:52 - Euclidean-Distance: Pearson: 0.7572 Spearman: 0.7517 2022-11-23 04:26:52 - Dot-Product-Similarity: Pearson: 0.6153 Spearman: 0.6423
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2022-11-23 04:30:13 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 7 after 1000 steps: 2022-11-23 04:30:13 - MSE (*100): 0.073405 2022-11-23 04:30:13 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 7 after 1000 steps:
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2022-11-23 04:30:33 - Accuracy src2trg: 91.81 2022-11-23 04:30:33 - Accuracy trg2src: 91.15 2022-11-23 04:30:33 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 7 after 1000 steps:
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2022-11-23 04:30:34 - Cosine-Similarity : Pearson: 0.7081 Spearman: 0.7494 2022-11-23 04:30:34 - Manhattan-Distance: Pearson: 0.7147 Spearman: 0.7272 2022-11-23 04:30:34 - Euclidean-Distance: Pearson: 0.7136 Spearman: 0.7259 2022-11-23 04:30:34 - Dot-Product-Similarity: Pearson: 0.6565 Spearman: 0.6707 2022-11-23 04:30:34 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 7 after 1000 steps:
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2022-11-23 04:30:34 - Cosine-Similarity : Pearson: 0.6011 Spearman: 0.6294 2022-11-23 04:30:34 - Manhattan-Distance: Pearson: 0.5993 Spearman: 0.5888 2022-11-23 04:30:34 - Euclidean-Distance: Pearson: 0.6007 Spearman: 0.5909 2022-11-23 04:30:34 - Dot-Product-Similarity: Pearson: 0.5174 Spearman: 0.5323 2022-11-23 04:30:34 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 7 after 1000 steps:
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2022-11-23 04:30:34 - Cosine-Similarity : Pearson: 0.7325 Spearman: 0.7731 2022-11-23 04:30:34 - Manhattan-Distance: Pearson: 0.7588 Spearman: 0.7542 2022-11-23 04:30:34 - Euclidean-Distance: Pearson: 0.7577 Spearman: 0.7531 2022-11-23 04:30:34 - Dot-Product-Similarity: Pearson: 0.6172 Spearman: 0.6428
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2022-11-23 04:33:55 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 7 after 2000 steps: 2022-11-23 04:33:55 - MSE (*100): 0.073351 2022-11-23 04:33:55 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 7 after 2000 steps:
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2022-11-23 04:34:16 - Accuracy src2trg: 91.81 2022-11-23 04:34:16 - Accuracy trg2src: 91.24 2022-11-23 04:34:16 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 7 after 2000 steps:
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2022-11-23 04:34:17 - Cosine-Similarity : Pearson: 0.7101 Spearman: 0.7500 2022-11-23 04:34:17 - Manhattan-Distance: Pearson: 0.7160 Spearman: 0.7296 2022-11-23 04:34:17 - Euclidean-Distance: Pearson: 0.7150 Spearman: 0.7282 2022-11-23 04:34:17 - Dot-Product-Similarity: Pearson: 0.6508 Spearman: 0.6634 2022-11-23 04:34:17 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 7 after 2000 steps:
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2022-11-23 04:34:17 - Cosine-Similarity : Pearson: 0.6058 Spearman: 0.6333 2022-11-23 04:34:17 - Manhattan-Distance: Pearson: 0.6019 Spearman: 0.5923 2022-11-23 04:34:17 - Euclidean-Distance: Pearson: 0.6033 Spearman: 0.5931 2022-11-23 04:34:17 - Dot-Product-Similarity: Pearson: 0.5147 Spearman: 0.5314 2022-11-23 04:34:17 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 7 after 2000 steps:
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2022-11-23 04:34:17 - Cosine-Similarity : Pearson: 0.7328 Spearman: 0.7731 2022-11-23 04:34:17 - Manhattan-Distance: Pearson: 0.7587 Spearman: 0.7538 2022-11-23 04:34:17 - Euclidean-Distance: Pearson: 0.7577 Spearman: 0.7526 2022-11-23 04:34:17 - Dot-Product-Similarity: Pearson: 0.6155 Spearman: 0.6437 2022-11-23 04:34:17 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 04:37:38 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 7 after 3000 steps: 2022-11-23 04:37:38 - MSE (*100): 0.073344 2022-11-23 04:37:38 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 7 after 3000 steps:
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2022-11-23 04:37:58 - Accuracy src2trg: 91.85 2022-11-23 04:37:58 - Accuracy trg2src: 91.28 2022-11-23 04:37:58 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 7 after 3000 steps:
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2022-11-23 04:37:59 - Cosine-Similarity : Pearson: 0.7096 Spearman: 0.7485 2022-11-23 04:37:59 - Manhattan-Distance: Pearson: 0.7159 Spearman: 0.7286 2022-11-23 04:37:59 - Euclidean-Distance: Pearson: 0.7149 Spearman: 0.7272 2022-11-23 04:37:59 - Dot-Product-Similarity: Pearson: 0.6566 Spearman: 0.6703 2022-11-23 04:37:59 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 7 after 3000 steps:
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2022-11-23 04:37:59 - Cosine-Similarity : Pearson: 0.6027 Spearman: 0.6290 2022-11-23 04:37:59 - Manhattan-Distance: Pearson: 0.6002 Spearman: 0.5903 2022-11-23 04:37:59 - Euclidean-Distance: Pearson: 0.6016 Spearman: 0.5902 2022-11-23 04:37:59 - Dot-Product-Similarity: Pearson: 0.5244 Spearman: 0.5377 2022-11-23 04:37:59 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 7 after 3000 steps:
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2022-11-23 04:37:59 - Cosine-Similarity : Pearson: 0.7308 Spearman: 0.7726 2022-11-23 04:37:59 - Manhattan-Distance: Pearson: 0.7581 Spearman: 0.7534 2022-11-23 04:37:59 - Euclidean-Distance: Pearson: 0.7569 Spearman: 0.7525 2022-11-23 04:37:59 - Dot-Product-Similarity: Pearson: 0.6172 Spearman: 0.6482
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2022-11-23 04:41:18 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 7 after 4000 steps: 2022-11-23 04:41:18 - MSE (*100): 0.073318 2022-11-23 04:41:18 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 7 after 4000 steps:
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2022-11-23 04:41:39 - Accuracy src2trg: 91.81 2022-11-23 04:41:39 - Accuracy trg2src: 91.13 2022-11-23 04:41:39 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 7 after 4000 steps:
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2022-11-23 04:41:39 - Cosine-Similarity : Pearson: 0.7096 Spearman: 0.7485 2022-11-23 04:41:39 - Manhattan-Distance: Pearson: 0.7159 Spearman: 0.7290 2022-11-23 04:41:39 - Euclidean-Distance: Pearson: 0.7150 Spearman: 0.7262 2022-11-23 04:41:39 - Dot-Product-Similarity: Pearson: 0.6530 Spearman: 0.6663 2022-11-23 04:41:39 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 7 after 4000 steps:
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2022-11-23 04:41:39 - Cosine-Similarity : Pearson: 0.6060 Spearman: 0.6309 2022-11-23 04:41:39 - Manhattan-Distance: Pearson: 0.6034 Spearman: 0.5921 2022-11-23 04:41:39 - Euclidean-Distance: Pearson: 0.6048 Spearman: 0.5954 2022-11-23 04:41:39 - Dot-Product-Similarity: Pearson: 0.5181 Spearman: 0.5354 2022-11-23 04:41:39 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 7 after 4000 steps:
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2022-11-23 04:41:39 - Cosine-Similarity : Pearson: 0.7317 Spearman: 0.7711 2022-11-23 04:41:40 - Manhattan-Distance: Pearson: 0.7599 Spearman: 0.7535 2022-11-23 04:41:40 - Euclidean-Distance: Pearson: 0.7589 Spearman: 0.7516 2022-11-23 04:41:40 - Dot-Product-Similarity: Pearson: 0.6110 Spearman: 0.6395
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2022-11-23 04:45:00 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 7 after 5000 steps: 2022-11-23 04:45:00 - MSE (*100): 0.073264 2022-11-23 04:45:00 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 7 after 5000 steps:
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2022-11-23 04:45:20 - Accuracy src2trg: 91.88 2022-11-23 04:45:20 - Accuracy trg2src: 91.21 2022-11-23 04:45:20 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 7 after 5000 steps:
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2022-11-23 04:45:21 - Cosine-Similarity : Pearson: 0.7084 Spearman: 0.7479 2022-11-23 04:45:21 - Manhattan-Distance: Pearson: 0.7163 Spearman: 0.7298 2022-11-23 04:45:21 - Euclidean-Distance: Pearson: 0.7152 Spearman: 0.7276 2022-11-23 04:45:21 - Dot-Product-Similarity: Pearson: 0.6592 Spearman: 0.6733 2022-11-23 04:45:21 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 7 after 5000 steps:
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2022-11-23 04:45:21 - Cosine-Similarity : Pearson: 0.6047 Spearman: 0.6303 2022-11-23 04:45:21 - Manhattan-Distance: Pearson: 0.6039 Spearman: 0.5940 2022-11-23 04:45:21 - Euclidean-Distance: Pearson: 0.6052 Spearman: 0.5960 2022-11-23 04:45:21 - Dot-Product-Similarity: Pearson: 0.5228 Spearman: 0.5380 2022-11-23 04:45:21 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 7 after 5000 steps:
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2022-11-23 04:45:21 - Cosine-Similarity : Pearson: 0.7311 Spearman: 0.7710 2022-11-23 04:45:21 - Manhattan-Distance: Pearson: 0.7588 Spearman: 0.7535 2022-11-23 04:45:21 - Euclidean-Distance: Pearson: 0.7576 Spearman: 0.7528 2022-11-23 04:45:21 - Dot-Product-Similarity: Pearson: 0.6191 Spearman: 0.6489
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2022-11-23 04:48:42 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 7 after 6000 steps: 2022-11-23 04:48:42 - MSE (*100): 0.073168 2022-11-23 04:48:42 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 7 after 6000 steps:
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2022-11-23 04:49:02 - Accuracy src2trg: 91.90 2022-11-23 04:49:02 - Accuracy trg2src: 91.32 2022-11-23 04:49:02 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 7 after 6000 steps:
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2022-11-23 04:49:03 - Cosine-Similarity : Pearson: 0.7086 Spearman: 0.7493 2022-11-23 04:49:03 - Manhattan-Distance: Pearson: 0.7170 Spearman: 0.7291 2022-11-23 04:49:03 - Euclidean-Distance: Pearson: 0.7159 Spearman: 0.7276 2022-11-23 04:49:03 - Dot-Product-Similarity: Pearson: 0.6513 Spearman: 0.6655 2022-11-23 04:49:03 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 7 after 6000 steps:
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2022-11-23 04:49:03 - Cosine-Similarity : Pearson: 0.6045 Spearman: 0.6309 2022-11-23 04:49:03 - Manhattan-Distance: Pearson: 0.6021 Spearman: 0.5917 2022-11-23 04:49:03 - Euclidean-Distance: Pearson: 0.6034 Spearman: 0.5935 2022-11-23 04:49:03 - Dot-Product-Similarity: Pearson: 0.5221 Spearman: 0.5378 2022-11-23 04:49:03 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 7 after 6000 steps:
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2022-11-23 04:49:03 - Cosine-Similarity : Pearson: 0.7302 Spearman: 0.7696 2022-11-23 04:49:03 - Manhattan-Distance: Pearson: 0.7578 Spearman: 0.7528 2022-11-23 04:49:03 - Euclidean-Distance: Pearson: 0.7566 Spearman: 0.7506 2022-11-23 04:49:03 - Dot-Product-Similarity: Pearson: 0.6137 Spearman: 0.6428
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2022-11-23 04:52:23 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 7 after 7000 steps: 2022-11-23 04:52:23 - MSE (*100): 0.073116 2022-11-23 04:52:23 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 7 after 7000 steps:
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2022-11-23 04:52:44 - Accuracy src2trg: 91.93 2022-11-23 04:52:44 - Accuracy trg2src: 91.33 2022-11-23 04:52:44 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 7 after 7000 steps:
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2022-11-23 04:52:44 - Cosine-Similarity : Pearson: 0.7101 Spearman: 0.7496 2022-11-23 04:52:45 - Manhattan-Distance: Pearson: 0.7174 Spearman: 0.7303 2022-11-23 04:52:45 - Euclidean-Distance: Pearson: 0.7162 Spearman: 0.7284 2022-11-23 04:52:45 - Dot-Product-Similarity: Pearson: 0.6541 Spearman: 0.6668 2022-11-23 04:52:45 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 7 after 7000 steps:
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2022-11-23 04:52:45 - Cosine-Similarity : Pearson: 0.6045 Spearman: 0.6301 2022-11-23 04:52:45 - Manhattan-Distance: Pearson: 0.6025 Spearman: 0.5916 2022-11-23 04:52:45 - Euclidean-Distance: Pearson: 0.6037 Spearman: 0.5942 2022-11-23 04:52:45 - Dot-Product-Similarity: Pearson: 0.5193 Spearman: 0.5347 2022-11-23 04:52:45 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 7 after 7000 steps:
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2022-11-23 04:52:45 - Cosine-Similarity : Pearson: 0.7321 Spearman: 0.7713 2022-11-23 04:52:45 - Manhattan-Distance: Pearson: 0.7593 Spearman: 0.7550 2022-11-23 04:52:45 - Euclidean-Distance: Pearson: 0.7582 Spearman: 0.7529 2022-11-23 04:52:45 - Dot-Product-Similarity: Pearson: 0.6143 Spearman: 0.6415
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2022-11-23 04:56:06 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 7 after 8000 steps: 2022-11-23 04:56:06 - MSE (*100): 0.073101 2022-11-23 04:56:06 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 7 after 8000 steps:
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2022-11-23 04:56:26 - Accuracy src2trg: 91.92 2022-11-23 04:56:26 - Accuracy trg2src: 91.30 2022-11-23 04:56:26 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 7 after 8000 steps:
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2022-11-23 04:56:27 - Cosine-Similarity : Pearson: 0.7075 Spearman: 0.7473 2022-11-23 04:56:27 - Manhattan-Distance: Pearson: 0.7154 Spearman: 0.7292 2022-11-23 04:56:27 - Euclidean-Distance: Pearson: 0.7144 Spearman: 0.7274 2022-11-23 04:56:27 - Dot-Product-Similarity: Pearson: 0.6508 Spearman: 0.6638 2022-11-23 04:56:27 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 7 after 8000 steps:
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2022-11-23 04:56:27 - Cosine-Similarity : Pearson: 0.6048 Spearman: 0.6313 2022-11-23 04:56:27 - Manhattan-Distance: Pearson: 0.6026 Spearman: 0.5927 2022-11-23 04:56:27 - Euclidean-Distance: Pearson: 0.6036 Spearman: 0.5941 2022-11-23 04:56:27 - Dot-Product-Similarity: Pearson: 0.5238 Spearman: 0.5381 2022-11-23 04:56:27 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 7 after 8000 steps:
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2022-11-23 04:56:27 - Cosine-Similarity : Pearson: 0.7323 Spearman: 0.7724 2022-11-23 04:56:27 - Manhattan-Distance: Pearson: 0.7591 Spearman: 0.7542 2022-11-23 04:56:27 - Euclidean-Distance: Pearson: 0.7582 Spearman: 0.7526 2022-11-23 04:56:27 - Dot-Product-Similarity: Pearson: 0.6143 Spearman: 0.6402
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2022-11-23 04:59:47 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 7 after 9000 steps: 2022-11-23 04:59:47 - MSE (*100): 0.073154 2022-11-23 04:59:47 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 7 after 9000 steps:
Epoch: 70%|███████ | 7/10 [7:58:03<2:27:24, 2948.20s/it]
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2022-11-23 05:00:08 - Accuracy src2trg: 91.96 2022-11-23 05:00:08 - Accuracy trg2src: 91.31 2022-11-23 05:00:08 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 7 after 9000 steps:
Epoch: 70%|███████ | 7/10 [7:58:03<2:27:24, 2948.20s/it]
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2022-11-23 05:00:08 - Cosine-Similarity : Pearson: 0.7088 Spearman: 0.7479 2022-11-23 05:00:08 - Manhattan-Distance: Pearson: 0.7156 Spearman: 0.7289 2022-11-23 05:00:08 - Euclidean-Distance: Pearson: 0.7146 Spearman: 0.7268 2022-11-23 05:00:08 - Dot-Product-Similarity: Pearson: 0.6598 Spearman: 0.6717 2022-11-23 05:00:08 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 7 after 9000 steps:
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2022-11-23 05:00:08 - Cosine-Similarity : Pearson: 0.6039 Spearman: 0.6298 2022-11-23 05:00:08 - Manhattan-Distance: Pearson: 0.6033 Spearman: 0.5927 2022-11-23 05:00:08 - Euclidean-Distance: Pearson: 0.6046 Spearman: 0.5954 2022-11-23 05:00:08 - Dot-Product-Similarity: Pearson: 0.5217 Spearman: 0.5378 2022-11-23 05:00:08 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 7 after 9000 steps:
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2022-11-23 05:00:09 - Cosine-Similarity : Pearson: 0.7337 Spearman: 0.7740 2022-11-23 05:00:09 - Manhattan-Distance: Pearson: 0.7600 Spearman: 0.7548 2022-11-23 05:00:09 - Euclidean-Distance: Pearson: 0.7589 Spearman: 0.7539 2022-11-23 05:00:09 - Dot-Product-Similarity: Pearson: 0.6207 Spearman: 0.6466
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2022-11-23 05:03:29 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 7 after 10000 steps: 2022-11-23 05:03:29 - MSE (*100): 0.073071 2022-11-23 05:03:29 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 7 after 10000 steps:
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2022-11-23 05:03:49 - Accuracy src2trg: 92.00 2022-11-23 05:03:49 - Accuracy trg2src: 91.31 2022-11-23 05:03:49 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 7 after 10000 steps:
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2022-11-23 05:03:50 - Cosine-Similarity : Pearson: 0.7117 Spearman: 0.7502 2022-11-23 05:03:50 - Manhattan-Distance: Pearson: 0.7182 Spearman: 0.7319 2022-11-23 05:03:50 - Euclidean-Distance: Pearson: 0.7170 Spearman: 0.7296 2022-11-23 05:03:50 - Dot-Product-Similarity: Pearson: 0.6597 Spearman: 0.6731 2022-11-23 05:03:50 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 7 after 10000 steps:
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2022-11-23 05:03:50 - Cosine-Similarity : Pearson: 0.6065 Spearman: 0.6311 2022-11-23 05:03:50 - Manhattan-Distance: Pearson: 0.6038 Spearman: 0.5935 2022-11-23 05:03:50 - Euclidean-Distance: Pearson: 0.6051 Spearman: 0.5952 2022-11-23 05:03:50 - Dot-Product-Similarity: Pearson: 0.5233 Spearman: 0.5364 2022-11-23 05:03:50 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 7 after 10000 steps:
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2022-11-23 05:03:50 - Cosine-Similarity : Pearson: 0.7330 Spearman: 0.7739 2022-11-23 05:03:50 - Manhattan-Distance: Pearson: 0.7600 Spearman: 0.7551 2022-11-23 05:03:50 - Euclidean-Distance: Pearson: 0.7589 Spearman: 0.7552 2022-11-23 05:03:50 - Dot-Product-Similarity: Pearson: 0.6142 Spearman: 0.6425 2022-11-23 05:03:50 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 05:07:10 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 7 after 11000 steps: 2022-11-23 05:07:10 - MSE (*100): 0.073060 2022-11-23 05:07:10 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 7 after 11000 steps:
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2022-11-23 05:07:31 - Accuracy src2trg: 91.95 2022-11-23 05:07:31 - Accuracy trg2src: 91.34 2022-11-23 05:07:31 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 7 after 11000 steps:
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2022-11-23 05:07:31 - Cosine-Similarity : Pearson: 0.7097 Spearman: 0.7503 2022-11-23 05:07:31 - Manhattan-Distance: Pearson: 0.7176 Spearman: 0.7290 2022-11-23 05:07:31 - Euclidean-Distance: Pearson: 0.7166 Spearman: 0.7290 2022-11-23 05:07:31 - Dot-Product-Similarity: Pearson: 0.6566 Spearman: 0.6691 2022-11-23 05:07:31 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 7 after 11000 steps:
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2022-11-23 05:07:32 - Cosine-Similarity : Pearson: 0.6048 Spearman: 0.6317 2022-11-23 05:07:32 - Manhattan-Distance: Pearson: 0.6036 Spearman: 0.5929 2022-11-23 05:07:32 - Euclidean-Distance: Pearson: 0.6050 Spearman: 0.5949 2022-11-23 05:07:32 - Dot-Product-Similarity: Pearson: 0.5213 Spearman: 0.5390 2022-11-23 05:07:32 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 7 after 11000 steps:
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2022-11-23 05:07:32 - Cosine-Similarity : Pearson: 0.7317 Spearman: 0.7727 2022-11-23 05:07:32 - Manhattan-Distance: Pearson: 0.7589 Spearman: 0.7533 2022-11-23 05:07:32 - Euclidean-Distance: Pearson: 0.7579 Spearman: 0.7524 2022-11-23 05:07:32 - Dot-Product-Similarity: Pearson: 0.6146 Spearman: 0.6449
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2022-11-23 05:09:34 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset after epoch 7: 2022-11-23 05:09:34 - MSE (*100): 0.073012 2022-11-23 05:09:34 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset after epoch 7:
Epoch: 70%|███████ | 7/10 [8:07:50<2:27:24, 2948.20s/it]
2022-11-23 05:09:55 - Accuracy src2trg: 91.96 2022-11-23 05:09:55 - Accuracy trg2src: 91.38 2022-11-23 05:09:55 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset after epoch 7:
Epoch: 70%|███████ | 7/10 [8:07:51<2:27:24, 2948.20s/it]
2022-11-23 05:09:56 - Cosine-Similarity : Pearson: 0.7094 Spearman: 0.7499 2022-11-23 05:09:56 - Manhattan-Distance: Pearson: 0.7182 Spearman: 0.7313 2022-11-23 05:09:56 - Euclidean-Distance: Pearson: 0.7171 Spearman: 0.7313 2022-11-23 05:09:56 - Dot-Product-Similarity: Pearson: 0.6604 Spearman: 0.6715 2022-11-23 05:09:56 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset after epoch 7:
Epoch: 70%|███████ | 7/10 [8:07:51<2:27:24, 2948.20s/it]
2022-11-23 05:09:56 - Cosine-Similarity : Pearson: 0.6052 Spearman: 0.6325 2022-11-23 05:09:56 - Manhattan-Distance: Pearson: 0.6033 Spearman: 0.5934 2022-11-23 05:09:56 - Euclidean-Distance: Pearson: 0.6046 Spearman: 0.5938 2022-11-23 05:09:56 - Dot-Product-Similarity: Pearson: 0.5266 Spearman: 0.5422 2022-11-23 05:09:56 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset after epoch 7:
Epoch: 70%|███████ | 7/10 [8:07:51<2:27:24, 2948.20s/it]
2022-11-23 05:09:56 - Cosine-Similarity : Pearson: 0.7328 Spearman: 0.7739 2022-11-23 05:09:56 - Manhattan-Distance: Pearson: 0.7597 Spearman: 0.7532 2022-11-23 05:09:56 - Euclidean-Distance: Pearson: 0.7587 Spearman: 0.7538 2022-11-23 05:09:56 - Dot-Product-Similarity: Pearson: 0.6187 Spearman: 0.6484 2022-11-23 05:09:56 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 05:13:17 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 8 after 1000 steps: 2022-11-23 05:13:17 - MSE (*100): 0.072972 2022-11-23 05:13:17 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 8 after 1000 steps:
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2022-11-23 05:13:38 - Accuracy src2trg: 92.05 2022-11-23 05:13:38 - Accuracy trg2src: 91.31 2022-11-23 05:13:38 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 8 after 1000 steps:
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2022-11-23 05:13:38 - Cosine-Similarity : Pearson: 0.7062 Spearman: 0.7463 2022-11-23 05:13:38 - Manhattan-Distance: Pearson: 0.7157 Spearman: 0.7294 2022-11-23 05:13:38 - Euclidean-Distance: Pearson: 0.7146 Spearman: 0.7275 2022-11-23 05:13:38 - Dot-Product-Similarity: Pearson: 0.6531 Spearman: 0.6643 2022-11-23 05:13:38 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 8 after 1000 steps:
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2022-11-23 05:13:38 - Cosine-Similarity : Pearson: 0.6016 Spearman: 0.6283 2022-11-23 05:13:38 - Manhattan-Distance: Pearson: 0.6014 Spearman: 0.5913 2022-11-23 05:13:38 - Euclidean-Distance: Pearson: 0.6028 Spearman: 0.5929 2022-11-23 05:13:38 - Dot-Product-Similarity: Pearson: 0.5202 Spearman: 0.5358 2022-11-23 05:13:38 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 8 after 1000 steps:
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2022-11-23 05:13:38 - Cosine-Similarity : Pearson: 0.7317 Spearman: 0.7727 2022-11-23 05:13:38 - Manhattan-Distance: Pearson: 0.7597 Spearman: 0.7548 2022-11-23 05:13:38 - Euclidean-Distance: Pearson: 0.7586 Spearman: 0.7532 2022-11-23 05:13:38 - Dot-Product-Similarity: Pearson: 0.6171 Spearman: 0.6468
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2022-11-23 05:16:58 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 8 after 2000 steps: 2022-11-23 05:16:58 - MSE (*100): 0.072960 2022-11-23 05:16:58 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 8 after 2000 steps:
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2022-11-23 05:17:18 - Accuracy src2trg: 91.95 2022-11-23 05:17:18 - Accuracy trg2src: 91.23 2022-11-23 05:17:18 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 8 after 2000 steps:
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2022-11-23 05:17:19 - Cosine-Similarity : Pearson: 0.7070 Spearman: 0.7465 2022-11-23 05:17:19 - Manhattan-Distance: Pearson: 0.7153 Spearman: 0.7269 2022-11-23 05:17:19 - Euclidean-Distance: Pearson: 0.7141 Spearman: 0.7248 2022-11-23 05:17:19 - Dot-Product-Similarity: Pearson: 0.6519 Spearman: 0.6668 2022-11-23 05:17:19 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 8 after 2000 steps:
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2022-11-23 05:17:19 - Cosine-Similarity : Pearson: 0.6036 Spearman: 0.6307 2022-11-23 05:17:19 - Manhattan-Distance: Pearson: 0.6019 Spearman: 0.5919 2022-11-23 05:17:19 - Euclidean-Distance: Pearson: 0.6032 Spearman: 0.5939 2022-11-23 05:17:19 - Dot-Product-Similarity: Pearson: 0.5209 Spearman: 0.5351 2022-11-23 05:17:19 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 8 after 2000 steps:
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2022-11-23 05:20:39 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 8 after 3000 steps: 2022-11-23 05:20:39 - MSE (*100): 0.072888 2022-11-23 05:20:39 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 8 after 3000 steps:
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2022-11-23 05:21:00 - Accuracy src2trg: 91.99 2022-11-23 05:21:00 - Accuracy trg2src: 91.35 2022-11-23 05:21:00 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 8 after 3000 steps:
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2022-11-23 05:21:01 - Cosine-Similarity : Pearson: 0.7097 Spearman: 0.7486 2022-11-23 05:21:01 - Manhattan-Distance: Pearson: 0.7171 Spearman: 0.7304 2022-11-23 05:21:01 - Euclidean-Distance: Pearson: 0.7160 Spearman: 0.7273 2022-11-23 05:21:01 - Dot-Product-Similarity: Pearson: 0.6565 Spearman: 0.6711 2022-11-23 05:21:01 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 8 after 3000 steps:
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2022-11-23 05:21:01 - Cosine-Similarity : Pearson: 0.6038 Spearman: 0.6317 2022-11-23 05:21:01 - Manhattan-Distance: Pearson: 0.6030 Spearman: 0.5934 2022-11-23 05:21:01 - Euclidean-Distance: Pearson: 0.6045 Spearman: 0.5951 2022-11-23 05:21:01 - Dot-Product-Similarity: Pearson: 0.5196 Spearman: 0.5341 2022-11-23 05:21:01 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 8 after 3000 steps:
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2022-11-23 05:21:01 - Cosine-Similarity : Pearson: 0.7323 Spearman: 0.7714 2022-11-23 05:21:01 - Manhattan-Distance: Pearson: 0.7593 Spearman: 0.7524 2022-11-23 05:21:01 - Euclidean-Distance: Pearson: 0.7582 Spearman: 0.7526 2022-11-23 05:21:01 - Dot-Product-Similarity: Pearson: 0.6148 Spearman: 0.6441
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2022-11-23 05:24:21 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 8 after 4000 steps: 2022-11-23 05:24:21 - MSE (*100): 0.072929 2022-11-23 05:24:21 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 8 after 4000 steps:
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2022-11-23 05:24:41 - Accuracy src2trg: 92.04 2022-11-23 05:24:41 - Accuracy trg2src: 91.33 2022-11-23 05:24:41 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 8 after 4000 steps:
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2022-11-23 05:24:41 - Cosine-Similarity : Pearson: 0.7087 Spearman: 0.7473 2022-11-23 05:24:41 - Manhattan-Distance: Pearson: 0.7181 Spearman: 0.7311 2022-11-23 05:24:41 - Euclidean-Distance: Pearson: 0.7171 Spearman: 0.7282 2022-11-23 05:24:41 - Dot-Product-Similarity: Pearson: 0.6564 Spearman: 0.6683 2022-11-23 05:24:41 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 8 after 4000 steps:
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2022-11-23 05:24:42 - Cosine-Similarity : Pearson: 0.6027 Spearman: 0.6263 2022-11-23 05:24:42 - Manhattan-Distance: Pearson: 0.6032 Spearman: 0.5935 2022-11-23 05:24:42 - Euclidean-Distance: Pearson: 0.6046 Spearman: 0.5938 2022-11-23 05:24:42 - Dot-Product-Similarity: Pearson: 0.5191 Spearman: 0.5312 2022-11-23 05:24:42 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 8 after 4000 steps:
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2022-11-23 05:24:42 - Cosine-Similarity : Pearson: 0.7317 Spearman: 0.7716 2022-11-23 05:24:42 - Manhattan-Distance: Pearson: 0.7605 Spearman: 0.7539 2022-11-23 05:24:42 - Euclidean-Distance: Pearson: 0.7594 Spearman: 0.7522 2022-11-23 05:24:42 - Dot-Product-Similarity: Pearson: 0.6145 Spearman: 0.6443
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2022-11-23 05:28:02 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 8 after 5000 steps: 2022-11-23 05:28:02 - MSE (*100): 0.072857 2022-11-23 05:28:02 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 8 after 5000 steps:
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2022-11-23 05:28:23 - Accuracy src2trg: 92.08 2022-11-23 05:28:23 - Accuracy trg2src: 91.37 2022-11-23 05:28:23 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 8 after 5000 steps:
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2022-11-23 05:28:23 - Cosine-Similarity : Pearson: 0.7105 Spearman: 0.7506 2022-11-23 05:28:23 - Manhattan-Distance: Pearson: 0.7191 Spearman: 0.7321 2022-11-23 05:28:23 - Euclidean-Distance: Pearson: 0.7180 Spearman: 0.7293 2022-11-23 05:28:23 - Dot-Product-Similarity: Pearson: 0.6573 Spearman: 0.6705 2022-11-23 05:28:23 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 8 after 5000 steps:
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2022-11-23 05:28:23 - Cosine-Similarity : Pearson: 0.6051 Spearman: 0.6323 2022-11-23 05:28:23 - Manhattan-Distance: Pearson: 0.6048 Spearman: 0.5940 2022-11-23 05:28:23 - Euclidean-Distance: Pearson: 0.6063 Spearman: 0.5967 2022-11-23 05:28:23 - Dot-Product-Similarity: Pearson: 0.5223 Spearman: 0.5364 2022-11-23 05:28:23 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 8 after 5000 steps:
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2022-11-23 05:28:24 - Cosine-Similarity : Pearson: 0.7338 Spearman: 0.7740 2022-11-23 05:28:24 - Manhattan-Distance: Pearson: 0.7609 Spearman: 0.7554 2022-11-23 05:28:24 - Euclidean-Distance: Pearson: 0.7599 Spearman: 0.7547 2022-11-23 05:28:24 - Dot-Product-Similarity: Pearson: 0.6167 Spearman: 0.6434 2022-11-23 05:28:24 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 05:31:45 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 8 after 6000 steps: 2022-11-23 05:31:45 - MSE (*100): 0.072820 2022-11-23 05:31:45 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 8 after 6000 steps:
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2022-11-23 05:32:06 - Accuracy src2trg: 92.01 2022-11-23 05:32:06 - Accuracy trg2src: 91.31 2022-11-23 05:32:06 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 8 after 6000 steps:
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2022-11-23 05:32:07 - Cosine-Similarity : Pearson: 0.7110 Spearman: 0.7519 2022-11-23 05:32:07 - Manhattan-Distance: Pearson: 0.7189 Spearman: 0.7322 2022-11-23 05:32:07 - Euclidean-Distance: Pearson: 0.7176 Spearman: 0.7306 2022-11-23 05:32:07 - Dot-Product-Similarity: Pearson: 0.6563 Spearman: 0.6674 2022-11-23 05:32:07 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 8 after 6000 steps:
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2022-11-23 05:32:07 - Cosine-Similarity : Pearson: 0.6057 Spearman: 0.6317 2022-11-23 05:32:07 - Manhattan-Distance: Pearson: 0.6043 Spearman: 0.5947 2022-11-23 05:32:07 - Euclidean-Distance: Pearson: 0.6058 Spearman: 0.5943 2022-11-23 05:32:07 - Dot-Product-Similarity: Pearson: 0.5191 Spearman: 0.5333 2022-11-23 05:32:07 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 8 after 6000 steps:
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2022-11-23 05:32:07 - Cosine-Similarity : Pearson: 0.7342 Spearman: 0.7740 2022-11-23 05:32:07 - Manhattan-Distance: Pearson: 0.7606 Spearman: 0.7551 2022-11-23 05:32:07 - Euclidean-Distance: Pearson: 0.7595 Spearman: 0.7545 2022-11-23 05:32:07 - Dot-Product-Similarity: Pearson: 0.6137 Spearman: 0.6446 2022-11-23 05:32:07 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 05:35:27 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 8 after 7000 steps: 2022-11-23 05:35:27 - MSE (*100): 0.072805 2022-11-23 05:35:27 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 8 after 7000 steps:
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2022-11-23 05:35:48 - Accuracy src2trg: 92.06 2022-11-23 05:35:48 - Accuracy trg2src: 91.41 2022-11-23 05:35:48 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 8 after 7000 steps:
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2022-11-23 05:35:48 - Cosine-Similarity : Pearson: 0.7106 Spearman: 0.7500 2022-11-23 05:35:48 - Manhattan-Distance: Pearson: 0.7188 Spearman: 0.7315 2022-11-23 05:35:48 - Euclidean-Distance: Pearson: 0.7175 Spearman: 0.7300 2022-11-23 05:35:48 - Dot-Product-Similarity: Pearson: 0.6532 Spearman: 0.6671 2022-11-23 05:35:48 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 8 after 7000 steps:
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2022-11-23 05:35:49 - Cosine-Similarity : Pearson: 0.6067 Spearman: 0.6328 2022-11-23 05:35:49 - Manhattan-Distance: Pearson: 0.6036 Spearman: 0.5936 2022-11-23 05:35:49 - Euclidean-Distance: Pearson: 0.6050 Spearman: 0.5930 2022-11-23 05:35:49 - Dot-Product-Similarity: Pearson: 0.5216 Spearman: 0.5346 2022-11-23 05:35:49 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 8 after 7000 steps:
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2022-11-23 05:35:49 - Cosine-Similarity : Pearson: 0.7321 Spearman: 0.7722 2022-11-23 05:35:49 - Manhattan-Distance: Pearson: 0.7598 Spearman: 0.7538 2022-11-23 05:35:49 - Euclidean-Distance: Pearson: 0.7589 Spearman: 0.7535 2022-11-23 05:35:49 - Dot-Product-Similarity: Pearson: 0.6102 Spearman: 0.6376
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2022-11-23 05:39:09 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 8 after 8000 steps: 2022-11-23 05:39:09 - MSE (*100): 0.072764 2022-11-23 05:39:09 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 8 after 8000 steps:
Epoch: 80%|████████ | 8/10 [8:37:25<1:34:25, 2832.53s/it]
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2022-11-23 05:39:30 - Accuracy src2trg: 92.09 2022-11-23 05:39:30 - Accuracy trg2src: 91.40 2022-11-23 05:39:30 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 8 after 8000 steps:
Epoch: 80%|████████ | 8/10 [8:37:25<1:34:25, 2832.53s/it]
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2022-11-23 05:39:30 - Cosine-Similarity : Pearson: 0.7106 Spearman: 0.7504 2022-11-23 05:39:30 - Manhattan-Distance: Pearson: 0.7176 Spearman: 0.7303 2022-11-23 05:39:30 - Euclidean-Distance: Pearson: 0.7164 Spearman: 0.7288 2022-11-23 05:39:30 - Dot-Product-Similarity: Pearson: 0.6610 Spearman: 0.6747 2022-11-23 05:39:30 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 8 after 8000 steps:
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2022-11-23 05:39:30 - Cosine-Similarity : Pearson: 0.6059 Spearman: 0.6322 2022-11-23 05:39:30 - Manhattan-Distance: Pearson: 0.6033 Spearman: 0.5931 2022-11-23 05:39:30 - Euclidean-Distance: Pearson: 0.6046 Spearman: 0.5927 2022-11-23 05:39:30 - Dot-Product-Similarity: Pearson: 0.5303 Spearman: 0.5444 2022-11-23 05:39:30 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 8 after 8000 steps:
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2022-11-23 05:39:31 - Cosine-Similarity : Pearson: 0.7338 Spearman: 0.7726 2022-11-23 05:39:31 - Manhattan-Distance: Pearson: 0.7600 Spearman: 0.7545 2022-11-23 05:39:31 - Euclidean-Distance: Pearson: 0.7590 Spearman: 0.7533 2022-11-23 05:39:31 - Dot-Product-Similarity: Pearson: 0.6192 Spearman: 0.6475
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2022-11-23 05:42:51 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 8 after 9000 steps: 2022-11-23 05:42:51 - MSE (*100): 0.072700 2022-11-23 05:42:51 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 8 after 9000 steps:
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2022-11-23 05:43:12 - Accuracy src2trg: 92.02 2022-11-23 05:43:12 - Accuracy trg2src: 91.33 2022-11-23 05:43:12 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 8 after 9000 steps:
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2022-11-23 05:43:12 - Cosine-Similarity : Pearson: 0.7116 Spearman: 0.7514 2022-11-23 05:43:12 - Manhattan-Distance: Pearson: 0.7190 Spearman: 0.7319 2022-11-23 05:43:12 - Euclidean-Distance: Pearson: 0.7178 Spearman: 0.7302 2022-11-23 05:43:12 - Dot-Product-Similarity: Pearson: 0.6610 Spearman: 0.6755 2022-11-23 05:43:12 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 8 after 9000 steps:
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2022-11-23 05:43:13 - Cosine-Similarity : Pearson: 0.6067 Spearman: 0.6322 2022-11-23 05:43:13 - Manhattan-Distance: Pearson: 0.6042 Spearman: 0.5936 2022-11-23 05:43:13 - Euclidean-Distance: Pearson: 0.6059 Spearman: 0.5943 2022-11-23 05:43:13 - Dot-Product-Similarity: Pearson: 0.5293 Spearman: 0.5435 2022-11-23 05:43:13 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 8 after 9000 steps:
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2022-11-23 05:43:13 - Cosine-Similarity : Pearson: 0.7338 Spearman: 0.7729 2022-11-23 05:43:13 - Manhattan-Distance: Pearson: 0.7602 Spearman: 0.7556 2022-11-23 05:43:13 - Euclidean-Distance: Pearson: 0.7593 Spearman: 0.7538 2022-11-23 05:43:13 - Dot-Product-Similarity: Pearson: 0.6195 Spearman: 0.6461
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2022-11-23 05:46:33 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 8 after 10000 steps: 2022-11-23 05:46:33 - MSE (*100): 0.072717 2022-11-23 05:46:33 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 8 after 10000 steps:
Epoch: 80%|████████ | 8/10 [8:44:49<1:34:25, 2832.53s/it]
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2022-11-23 05:46:54 - Accuracy src2trg: 92.00 2022-11-23 05:46:54 - Accuracy trg2src: 91.36 2022-11-23 05:46:54 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 8 after 10000 steps:
Epoch: 80%|████████ | 8/10 [8:44:49<1:34:25, 2832.53s/it]
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2022-11-23 05:46:54 - Cosine-Similarity : Pearson: 0.7109 Spearman: 0.7512 2022-11-23 05:46:54 - Manhattan-Distance: Pearson: 0.7182 Spearman: 0.7304 2022-11-23 05:46:54 - Euclidean-Distance: Pearson: 0.7170 Spearman: 0.7287 2022-11-23 05:46:54 - Dot-Product-Similarity: Pearson: 0.6613 Spearman: 0.6747 2022-11-23 05:46:54 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 8 after 10000 steps:
Epoch: 80%|████████ | 8/10 [8:44:49<1:34:25, 2832.53s/it]
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2022-11-23 05:46:54 - Cosine-Similarity : Pearson: 0.6067 Spearman: 0.6330 2022-11-23 05:46:54 - Manhattan-Distance: Pearson: 0.6049 Spearman: 0.5939 2022-11-23 05:46:54 - Euclidean-Distance: Pearson: 0.6063 Spearman: 0.5957 2022-11-23 05:46:54 - Dot-Product-Similarity: Pearson: 0.5280 Spearman: 0.5431 2022-11-23 05:46:54 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 8 after 10000 steps:
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2022-11-23 05:46:55 - Cosine-Similarity : Pearson: 0.7330 Spearman: 0.7719 2022-11-23 05:46:55 - Manhattan-Distance: Pearson: 0.7597 Spearman: 0.7537 2022-11-23 05:46:55 - Euclidean-Distance: Pearson: 0.7588 Spearman: 0.7529 2022-11-23 05:46:55 - Dot-Product-Similarity: Pearson: 0.6206 Spearman: 0.6459
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2022-11-23 05:50:15 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 8 after 11000 steps: 2022-11-23 05:50:15 - MSE (*100): 0.072746 2022-11-23 05:50:15 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 8 after 11000 steps:
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2022-11-23 05:50:36 - Accuracy src2trg: 92.03 2022-11-23 05:50:36 - Accuracy trg2src: 91.37 2022-11-23 05:50:36 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 8 after 11000 steps:
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2022-11-23 05:50:36 - Cosine-Similarity : Pearson: 0.7117 Spearman: 0.7521 2022-11-23 05:50:36 - Manhattan-Distance: Pearson: 0.7184 Spearman: 0.7311 2022-11-23 05:50:36 - Euclidean-Distance: Pearson: 0.7175 Spearman: 0.7306 2022-11-23 05:50:36 - Dot-Product-Similarity: Pearson: 0.6607 Spearman: 0.6720 2022-11-23 05:50:36 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 8 after 11000 steps:
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2022-11-23 05:50:37 - Cosine-Similarity : Pearson: 0.6066 Spearman: 0.6335 2022-11-23 05:50:37 - Manhattan-Distance: Pearson: 0.6048 Spearman: 0.5949 2022-11-23 05:50:37 - Euclidean-Distance: Pearson: 0.6062 Spearman: 0.5958 2022-11-23 05:50:37 - Dot-Product-Similarity: Pearson: 0.5222 Spearman: 0.5375 2022-11-23 05:50:37 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 8 after 11000 steps:
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2022-11-23 05:50:37 - Cosine-Similarity : Pearson: 0.7341 Spearman: 0.7740 2022-11-23 05:50:37 - Manhattan-Distance: Pearson: 0.7609 Spearman: 0.7558 2022-11-23 05:50:37 - Euclidean-Distance: Pearson: 0.7598 Spearman: 0.7542 2022-11-23 05:50:37 - Dot-Product-Similarity: Pearson: 0.6179 Spearman: 0.6445 2022-11-23 05:50:37 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 05:52:40 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset after epoch 8: 2022-11-23 05:52:40 - MSE (*100): 0.072676 2022-11-23 05:52:40 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset after epoch 8:
Epoch: 80%|████████ | 8/10 [8:50:56<1:34:25, 2832.53s/it]
2022-11-23 05:53:01 - Accuracy src2trg: 91.99 2022-11-23 05:53:01 - Accuracy trg2src: 91.37 2022-11-23 05:53:01 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset after epoch 8:
Epoch: 80%|████████ | 8/10 [8:50:57<1:34:25, 2832.53s/it]
2022-11-23 05:53:02 - Cosine-Similarity : Pearson: 0.7126 Spearman: 0.7517 2022-11-23 05:53:02 - Manhattan-Distance: Pearson: 0.7181 Spearman: 0.7311 2022-11-23 05:53:02 - Euclidean-Distance: Pearson: 0.7171 Spearman: 0.7300 2022-11-23 05:53:02 - Dot-Product-Similarity: Pearson: 0.6644 Spearman: 0.6768 2022-11-23 05:53:02 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset after epoch 8:
Epoch: 80%|████████ | 8/10 [8:50:57<1:34:25, 2832.53s/it]
2022-11-23 05:53:02 - Cosine-Similarity : Pearson: 0.6073 Spearman: 0.6348 2022-11-23 05:53:02 - Manhattan-Distance: Pearson: 0.6046 Spearman: 0.5943 2022-11-23 05:53:02 - Euclidean-Distance: Pearson: 0.6061 Spearman: 0.5960 2022-11-23 05:53:02 - Dot-Product-Similarity: Pearson: 0.5252 Spearman: 0.5397 2022-11-23 05:53:02 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset after epoch 8:
Epoch: 80%|████████ | 8/10 [8:50:57<1:34:25, 2832.53s/it]
2022-11-23 05:53:02 - Cosine-Similarity : Pearson: 0.7345 Spearman: 0.7745 2022-11-23 05:53:02 - Manhattan-Distance: Pearson: 0.7598 Spearman: 0.7551 2022-11-23 05:53:02 - Euclidean-Distance: Pearson: 0.7589 Spearman: 0.7534 2022-11-23 05:53:02 - Dot-Product-Similarity: Pearson: 0.6225 Spearman: 0.6494 2022-11-23 05:53:02 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 05:56:22 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 9 after 1000 steps: 2022-11-23 05:56:22 - MSE (*100): 0.072676 2022-11-23 05:56:22 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 9 after 1000 steps:
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2022-11-23 05:56:43 - Accuracy src2trg: 92.03 2022-11-23 05:56:43 - Accuracy trg2src: 91.38 2022-11-23 05:56:43 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 9 after 1000 steps:
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2022-11-23 05:56:43 - Cosine-Similarity : Pearson: 0.7117 Spearman: 0.7518 2022-11-23 05:56:43 - Manhattan-Distance: Pearson: 0.7182 Spearman: 0.7311 2022-11-23 05:56:43 - Euclidean-Distance: Pearson: 0.7172 Spearman: 0.7295 2022-11-23 05:56:43 - Dot-Product-Similarity: Pearson: 0.6620 Spearman: 0.6766 2022-11-23 05:56:43 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 9 after 1000 steps:
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2022-11-23 05:56:44 - Cosine-Similarity : Pearson: 0.6074 Spearman: 0.6350 2022-11-23 05:56:44 - Manhattan-Distance: Pearson: 0.6039 Spearman: 0.5929 2022-11-23 05:56:44 - Euclidean-Distance: Pearson: 0.6052 Spearman: 0.5938 2022-11-23 05:56:44 - Dot-Product-Similarity: Pearson: 0.5263 Spearman: 0.5420 2022-11-23 05:56:44 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 9 after 1000 steps:
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2022-11-23 05:56:44 - Cosine-Similarity : Pearson: 0.7341 Spearman: 0.7750 2022-11-23 05:56:44 - Manhattan-Distance: Pearson: 0.7598 Spearman: 0.7549 2022-11-23 05:56:44 - Euclidean-Distance: Pearson: 0.7587 Spearman: 0.7529 2022-11-23 05:56:44 - Dot-Product-Similarity: Pearson: 0.6188 Spearman: 0.6487 2022-11-23 05:56:44 - Save model to output/make-multilingual-en-es-2022-11-22_20-59-30
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2022-11-23 06:00:04 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 9 after 2000 steps: 2022-11-23 06:00:04 - MSE (*100): 0.072619 2022-11-23 06:00:04 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 9 after 2000 steps:
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2022-11-23 06:00:25 - Accuracy src2trg: 92.06 2022-11-23 06:00:25 - Accuracy trg2src: 91.41 2022-11-23 06:00:25 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 9 after 2000 steps:
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2022-11-23 06:00:26 - Cosine-Similarity : Pearson: 0.7121 Spearman: 0.7522 2022-11-23 06:00:26 - Manhattan-Distance: Pearson: 0.7187 Spearman: 0.7313 2022-11-23 06:00:26 - Euclidean-Distance: Pearson: 0.7176 Spearman: 0.7298 2022-11-23 06:00:26 - Dot-Product-Similarity: Pearson: 0.6623 Spearman: 0.6762 2022-11-23 06:00:26 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 9 after 2000 steps:
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2022-11-23 06:00:26 - Cosine-Similarity : Pearson: 0.6059 Spearman: 0.6326 2022-11-23 06:00:26 - Manhattan-Distance: Pearson: 0.6033 Spearman: 0.5923 2022-11-23 06:00:26 - Euclidean-Distance: Pearson: 0.6046 Spearman: 0.5947 2022-11-23 06:00:26 - Dot-Product-Similarity: Pearson: 0.5269 Spearman: 0.5438 2022-11-23 06:00:26 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 9 after 2000 steps:
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2022-11-23 06:00:26 - Cosine-Similarity : Pearson: 0.7345 Spearman: 0.7751 2022-11-23 06:00:26 - Manhattan-Distance: Pearson: 0.7604 Spearman: 0.7555 2022-11-23 06:00:26 - Euclidean-Distance: Pearson: 0.7594 Spearman: 0.7531 2022-11-23 06:00:26 - Dot-Product-Similarity: Pearson: 0.6207 Spearman: 0.6480
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2022-11-23 06:03:46 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 9 after 3000 steps: 2022-11-23 06:03:46 - MSE (*100): 0.072641 2022-11-23 06:03:46 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 9 after 3000 steps:
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2022-11-23 06:04:07 - Accuracy src2trg: 92.09 2022-11-23 06:04:07 - Accuracy trg2src: 91.40 2022-11-23 06:04:07 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 9 after 3000 steps:
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2022-11-23 06:04:07 - Cosine-Similarity : Pearson: 0.7114 Spearman: 0.7519 2022-11-23 06:04:07 - Manhattan-Distance: Pearson: 0.7185 Spearman: 0.7310 2022-11-23 06:04:07 - Euclidean-Distance: Pearson: 0.7176 Spearman: 0.7301 2022-11-23 06:04:07 - Dot-Product-Similarity: Pearson: 0.6584 Spearman: 0.6707 2022-11-23 06:04:07 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 9 after 3000 steps:
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2022-11-23 06:04:08 - Cosine-Similarity : Pearson: 0.6069 Spearman: 0.6347 2022-11-23 06:04:08 - Manhattan-Distance: Pearson: 0.6045 Spearman: 0.5939 2022-11-23 06:04:08 - Euclidean-Distance: Pearson: 0.6060 Spearman: 0.5970 2022-11-23 06:04:08 - Dot-Product-Similarity: Pearson: 0.5251 Spearman: 0.5411 2022-11-23 06:04:08 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 9 after 3000 steps:
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2022-11-23 06:04:08 - Cosine-Similarity : Pearson: 0.7338 Spearman: 0.7735 2022-11-23 06:04:08 - Manhattan-Distance: Pearson: 0.7601 Spearman: 0.7550 2022-11-23 06:04:08 - Euclidean-Distance: Pearson: 0.7590 Spearman: 0.7543 2022-11-23 06:04:08 - Dot-Product-Similarity: Pearson: 0.6171 Spearman: 0.6426
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2022-11-23 06:07:27 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 9 after 4000 steps: 2022-11-23 06:07:27 - MSE (*100): 0.072610 2022-11-23 06:07:27 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 9 after 4000 steps:
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2022-11-23 06:07:48 - Accuracy src2trg: 92.10 2022-11-23 06:07:48 - Accuracy trg2src: 91.43 2022-11-23 06:07:48 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 9 after 4000 steps:
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2022-11-23 06:07:49 - Cosine-Similarity : Pearson: 0.7113 Spearman: 0.7519 2022-11-23 06:07:49 - Manhattan-Distance: Pearson: 0.7189 Spearman: 0.7317 2022-11-23 06:07:49 - Euclidean-Distance: Pearson: 0.7180 Spearman: 0.7313 2022-11-23 06:07:49 - Dot-Product-Similarity: Pearson: 0.6591 Spearman: 0.6713 2022-11-23 06:07:49 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 9 after 4000 steps:
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2022-11-23 06:07:49 - Cosine-Similarity : Pearson: 0.6053 Spearman: 0.6333 2022-11-23 06:07:49 - Manhattan-Distance: Pearson: 0.6037 Spearman: 0.5942 2022-11-23 06:07:49 - Euclidean-Distance: Pearson: 0.6052 Spearman: 0.5958 2022-11-23 06:07:49 - Dot-Product-Similarity: Pearson: 0.5245 Spearman: 0.5382 2022-11-23 06:07:49 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 9 after 4000 steps:
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2022-11-23 06:07:49 - Cosine-Similarity : Pearson: 0.7324 Spearman: 0.7734 2022-11-23 06:07:49 - Manhattan-Distance: Pearson: 0.7598 Spearman: 0.7552 2022-11-23 06:07:49 - Euclidean-Distance: Pearson: 0.7587 Spearman: 0.7532 2022-11-23 06:07:49 - Dot-Product-Similarity: Pearson: 0.6169 Spearman: 0.6449
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2022-11-23 06:11:08 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 9 after 5000 steps: 2022-11-23 06:11:08 - MSE (*100): 0.072577 2022-11-23 06:11:08 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 9 after 5000 steps:
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2022-11-23 06:11:29 - Accuracy src2trg: 92.06 2022-11-23 06:11:29 - Accuracy trg2src: 91.43 2022-11-23 06:11:29 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 9 after 5000 steps:
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2022-11-23 06:11:29 - Cosine-Similarity : Pearson: 0.7112 Spearman: 0.7513 2022-11-23 06:11:29 - Manhattan-Distance: Pearson: 0.7186 Spearman: 0.7318 2022-11-23 06:11:29 - Euclidean-Distance: Pearson: 0.7175 Spearman: 0.7301 2022-11-23 06:11:29 - Dot-Product-Similarity: Pearson: 0.6602 Spearman: 0.6725 2022-11-23 06:11:29 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 9 after 5000 steps:
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2022-11-23 06:11:30 - Cosine-Similarity : Pearson: 0.6052 Spearman: 0.6321 2022-11-23 06:11:30 - Manhattan-Distance: Pearson: 0.6039 Spearman: 0.5937 2022-11-23 06:11:30 - Euclidean-Distance: Pearson: 0.6052 Spearman: 0.5948 2022-11-23 06:11:30 - Dot-Product-Similarity: Pearson: 0.5260 Spearman: 0.5411 2022-11-23 06:11:30 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 9 after 5000 steps:
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2022-11-23 06:11:30 - Cosine-Similarity : Pearson: 0.7336 Spearman: 0.7732 2022-11-23 06:11:30 - Manhattan-Distance: Pearson: 0.7600 Spearman: 0.7544 2022-11-23 06:11:30 - Euclidean-Distance: Pearson: 0.7589 Spearman: 0.7532 2022-11-23 06:11:30 - Dot-Product-Similarity: Pearson: 0.6211 Spearman: 0.6490
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2022-11-23 06:14:50 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 9 after 6000 steps: 2022-11-23 06:14:50 - MSE (*100): 0.072564 2022-11-23 06:14:50 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 9 after 6000 steps:
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2022-11-23 06:15:11 - Accuracy src2trg: 92.12 2022-11-23 06:15:11 - Accuracy trg2src: 91.47 2022-11-23 06:15:11 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 9 after 6000 steps:
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2022-11-23 06:15:11 - Cosine-Similarity : Pearson: 0.7123 Spearman: 0.7527 2022-11-23 06:15:11 - Manhattan-Distance: Pearson: 0.7197 Spearman: 0.7331 2022-11-23 06:15:11 - Euclidean-Distance: Pearson: 0.7187 Spearman: 0.7316 2022-11-23 06:15:11 - Dot-Product-Similarity: Pearson: 0.6615 Spearman: 0.6731 2022-11-23 06:15:12 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 9 after 6000 steps:
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2022-11-23 06:15:12 - Cosine-Similarity : Pearson: 0.6065 Spearman: 0.6333 2022-11-23 06:15:12 - Manhattan-Distance: Pearson: 0.6045 Spearman: 0.5948 2022-11-23 06:15:12 - Euclidean-Distance: Pearson: 0.6060 Spearman: 0.5956 2022-11-23 06:15:12 - Dot-Product-Similarity: Pearson: 0.5279 Spearman: 0.5433 2022-11-23 06:15:12 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 9 after 6000 steps:
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2022-11-23 06:15:12 - Cosine-Similarity : Pearson: 0.7340 Spearman: 0.7747 2022-11-23 06:15:12 - Manhattan-Distance: Pearson: 0.7610 Spearman: 0.7559 2022-11-23 06:15:12 - Euclidean-Distance: Pearson: 0.7600 Spearman: 0.7547 2022-11-23 06:15:12 - Dot-Product-Similarity: Pearson: 0.6184 Spearman: 0.6462
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2022-11-23 06:18:32 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 9 after 7000 steps: 2022-11-23 06:18:32 - MSE (*100): 0.072557 2022-11-23 06:18:32 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 9 after 7000 steps:
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2022-11-23 06:18:53 - Accuracy src2trg: 92.03 2022-11-23 06:18:53 - Accuracy trg2src: 91.42 2022-11-23 06:18:53 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 9 after 7000 steps:
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2022-11-23 06:18:53 - Cosine-Similarity : Pearson: 0.7127 Spearman: 0.7527 2022-11-23 06:18:53 - Manhattan-Distance: Pearson: 0.7196 Spearman: 0.7324 2022-11-23 06:18:53 - Euclidean-Distance: Pearson: 0.7185 Spearman: 0.7307 2022-11-23 06:18:53 - Dot-Product-Similarity: Pearson: 0.6615 Spearman: 0.6725 2022-11-23 06:18:53 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 9 after 7000 steps:
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2022-11-23 06:18:53 - Cosine-Similarity : Pearson: 0.6072 Spearman: 0.6333 2022-11-23 06:18:53 - Manhattan-Distance: Pearson: 0.6044 Spearman: 0.5944 2022-11-23 06:18:53 - Euclidean-Distance: Pearson: 0.6058 Spearman: 0.5952 2022-11-23 06:18:53 - Dot-Product-Similarity: Pearson: 0.5271 Spearman: 0.5428 2022-11-23 06:18:53 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 9 after 7000 steps:
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2022-11-23 06:18:54 - Cosine-Similarity : Pearson: 0.7341 Spearman: 0.7739 2022-11-23 06:18:54 - Manhattan-Distance: Pearson: 0.7608 Spearman: 0.7558 2022-11-23 06:18:54 - Euclidean-Distance: Pearson: 0.7598 Spearman: 0.7539 2022-11-23 06:18:54 - Dot-Product-Similarity: Pearson: 0.6189 Spearman: 0.6470
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2022-11-23 06:22:13 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 9 after 8000 steps: 2022-11-23 06:22:13 - MSE (*100): 0.072512 2022-11-23 06:22:13 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 9 after 8000 steps:
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2022-11-23 06:22:34 - Accuracy src2trg: 92.06 2022-11-23 06:22:34 - Accuracy trg2src: 91.38 2022-11-23 06:22:35 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 9 after 8000 steps:
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2022-11-23 06:22:35 - Cosine-Similarity : Pearson: 0.7119 Spearman: 0.7521 2022-11-23 06:22:35 - Manhattan-Distance: Pearson: 0.7195 Spearman: 0.7326 2022-11-23 06:22:35 - Euclidean-Distance: Pearson: 0.7184 Spearman: 0.7302 2022-11-23 06:22:35 - Dot-Product-Similarity: Pearson: 0.6614 Spearman: 0.6725 2022-11-23 06:22:35 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 9 after 8000 steps:
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2022-11-23 06:22:35 - Cosine-Similarity : Pearson: 0.6067 Spearman: 0.6336 2022-11-23 06:22:35 - Manhattan-Distance: Pearson: 0.6044 Spearman: 0.5948 2022-11-23 06:22:35 - Euclidean-Distance: Pearson: 0.6059 Spearman: 0.5966 2022-11-23 06:22:35 - Dot-Product-Similarity: Pearson: 0.5279 Spearman: 0.5426 2022-11-23 06:22:35 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 9 after 8000 steps:
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2022-11-23 06:22:35 - Cosine-Similarity : Pearson: 0.7342 Spearman: 0.7730 2022-11-23 06:22:35 - Manhattan-Distance: Pearson: 0.7608 Spearman: 0.7552 2022-11-23 06:22:35 - Euclidean-Distance: Pearson: 0.7598 Spearman: 0.7536 2022-11-23 06:22:35 - Dot-Product-Similarity: Pearson: 0.6212 Spearman: 0.6493
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2022-11-23 06:25:55 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 9 after 9000 steps: 2022-11-23 06:25:55 - MSE (*100): 0.072537 2022-11-23 06:25:55 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 9 after 9000 steps:
Epoch: 90%|█████████ | 9/10 [9:24:11<45:55, 2755.45s/it]
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2022-11-23 06:26:16 - Accuracy src2trg: 92.07 2022-11-23 06:26:16 - Accuracy trg2src: 91.40 2022-11-23 06:26:16 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 9 after 9000 steps:
Epoch: 90%|█████████ | 9/10 [9:24:12<45:55, 2755.45s/it]
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2022-11-23 06:26:17 - Cosine-Similarity : Pearson: 0.7116 Spearman: 0.7527 2022-11-23 06:26:17 - Manhattan-Distance: Pearson: 0.7195 Spearman: 0.7323 2022-11-23 06:26:17 - Euclidean-Distance: Pearson: 0.7186 Spearman: 0.7304 2022-11-23 06:26:17 - Dot-Product-Similarity: Pearson: 0.6616 Spearman: 0.6727 2022-11-23 06:26:17 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 9 after 9000 steps:
Epoch: 90%|█████████ | 9/10 [9:24:12<45:55, 2755.45s/it]
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2022-11-23 06:26:17 - Cosine-Similarity : Pearson: 0.6063 Spearman: 0.6331 2022-11-23 06:26:17 - Manhattan-Distance: Pearson: 0.6046 Spearman: 0.5945 2022-11-23 06:26:17 - Euclidean-Distance: Pearson: 0.6060 Spearman: 0.5962 2022-11-23 06:26:17 - Dot-Product-Similarity: Pearson: 0.5280 Spearman: 0.5424 2022-11-23 06:26:17 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 9 after 9000 steps:
Epoch: 90%|█████████ | 9/10 [9:24:12<45:55, 2755.45s/it]
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2022-11-23 06:26:17 - Cosine-Similarity : Pearson: 0.7341 Spearman: 0.7732 2022-11-23 06:26:17 - Manhattan-Distance: Pearson: 0.7607 Spearman: 0.7554 2022-11-23 06:26:17 - Euclidean-Distance: Pearson: 0.7597 Spearman: 0.7540 2022-11-23 06:26:17 - Dot-Product-Similarity: Pearson: 0.6205 Spearman: 0.6496
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2022-11-23 06:29:37 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 9 after 10000 steps: 2022-11-23 06:29:37 - MSE (*100): 0.072522 2022-11-23 06:29:37 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 9 after 10000 steps:
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2022-11-23 06:29:58 - Accuracy src2trg: 92.06 2022-11-23 06:29:58 - Accuracy trg2src: 91.39 2022-11-23 06:29:58 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 9 after 10000 steps:
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2022-11-23 06:29:58 - Cosine-Similarity : Pearson: 0.7118 Spearman: 0.7520 2022-11-23 06:29:58 - Manhattan-Distance: Pearson: 0.7194 Spearman: 0.7325 2022-11-23 06:29:58 - Euclidean-Distance: Pearson: 0.7183 Spearman: 0.7302 2022-11-23 06:29:58 - Dot-Product-Similarity: Pearson: 0.6599 Spearman: 0.6710 2022-11-23 06:29:58 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 9 after 10000 steps:
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2022-11-23 06:29:59 - Cosine-Similarity : Pearson: 0.6064 Spearman: 0.6330 2022-11-23 06:29:59 - Manhattan-Distance: Pearson: 0.6043 Spearman: 0.5943 2022-11-23 06:29:59 - Euclidean-Distance: Pearson: 0.6057 Spearman: 0.5959 2022-11-23 06:29:59 - Dot-Product-Similarity: Pearson: 0.5270 Spearman: 0.5421 2022-11-23 06:29:59 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 9 after 10000 steps:
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2022-11-23 06:29:59 - Cosine-Similarity : Pearson: 0.7338 Spearman: 0.7740 2022-11-23 06:29:59 - Manhattan-Distance: Pearson: 0.7605 Spearman: 0.7555 2022-11-23 06:29:59 - Euclidean-Distance: Pearson: 0.7595 Spearman: 0.7536 2022-11-23 06:29:59 - Dot-Product-Similarity: Pearson: 0.6191 Spearman: 0.6478
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22it/s]
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2022-11-23 06:33:19 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset in epoch 9 after 11000 steps: 2022-11-23 06:33:19 - MSE (*100): 0.072513 2022-11-23 06:33:19 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset in epoch 9 after 11000 steps:
Epoch: 90%|█████████ | 9/10 [9:31:35<45:55, 2755.45s/it]
22it/s]
Epoch: 90%|█████████ | 9/10 [9:31:35<45:55, 2755.45s/it]
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Epoch: 90%|█████████ | 9/10 [9:31:35<45:55, 2755.45s/it]
Iteration: 95%|█████████▍| 10999/11591 [40:37<01:53, 5.22it/s]
2022-11-23 06:33:40 - Accuracy src2trg: 92.07 2022-11-23 06:33:40 - Accuracy trg2src: 91.39 2022-11-23 06:33:40 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset in epoch 9 after 11000 steps:
Epoch: 90%|█████████ | 9/10 [9:31:35<45:55, 2755.45s/it]
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Epoch: 90%|█████████ | 9/10 [9:31:35<45:55, 2755.45s/it]
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Epoch: 90%|█████████ | 9/10 [9:31:35<45:55, 2755.45s/it]
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Epoch: 90%|█████████ | 9/10 [9:31:35<45:55, 2755.45s/it]
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Epoch: 90%|█████████ | 9/10 [9:31:35<45:55, 2755.45s/it]
Iteration: 95%|█████████▍| 10999/11591 [40:37<01:53, 5.22it/s]
2022-11-23 06:33:40 - Cosine-Similarity : Pearson: 0.7121 Spearman: 0.7520 2022-11-23 06:33:40 - Manhattan-Distance: Pearson: 0.7195 Spearman: 0.7325 2022-11-23 06:33:40 - Euclidean-Distance: Pearson: 0.7185 Spearman: 0.7308 2022-11-23 06:33:40 - Dot-Product-Similarity: Pearson: 0.6602 Spearman: 0.6712 2022-11-23 06:33:40 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset in epoch 9 after 11000 steps:
Epoch: 90%|█████████ | 9/10 [9:31:35<45:55, 2755.45s/it]
22it/s]
Epoch: 90%|█████████ | 9/10 [9:31:35<45:55, 2755.45s/it]
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Epoch: 90%|█████████ | 9/10 [9:31:35<45:55, 2755.45s/it]
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Epoch: 90%|█████████ | 9/10 [9:31:35<45:55, 2755.45s/it]
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Epoch: 90%|█████████ | 9/10 [9:31:35<45:55, 2755.45s/it]
Iteration: 95%|█████████▍| 10999/11591 [40:37<01:53, 5.22it/s]
2022-11-23 06:33:40 - Cosine-Similarity : Pearson: 0.6065 Spearman: 0.6333 2022-11-23 06:33:40 - Manhattan-Distance: Pearson: 0.6041 Spearman: 0.5940 2022-11-23 06:33:40 - Euclidean-Distance: Pearson: 0.6056 Spearman: 0.5958 2022-11-23 06:33:40 - Dot-Product-Similarity: Pearson: 0.5270 Spearman: 0.5420 2022-11-23 06:33:40 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset in epoch 9 after 11000 steps:
Epoch: 90%|█████████ | 9/10 [9:31:36<45:55, 2755.45s/it]
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Epoch: 90%|█████████ | 9/10 [9:31:36<45:55, 2755.45s/it]
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Epoch: 90%|█████████ | 9/10 [9:31:36<45:55, 2755.45s/it]
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Epoch: 90%|█████████ | 9/10 [9:31:36<45:55, 2755.45s/it]
Iteration: 95%|█████████▍| 10999/11591 [40:37<01:53, 5.22it/s]
Iteration: 95%|█████████▍| 11000/11591 [40:37<17:11, 1.75s/it]
2022-11-23 06:33:41 - Cosine-Similarity : Pearson: 0.7343 Spearman: 0.7742 2022-11-23 06:33:41 - Manhattan-Distance: Pearson: 0.7608 Spearman: 0.7557 2022-11-23 06:33:41 - Euclidean-Distance: Pearson: 0.7597 Spearman: 0.7537 2022-11-23 06:33:41 - Dot-Product-Similarity: Pearson: 0.6197 Spearman: 0.6476
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2022-11-23 06:35:43 - MSE evaluation (lower = better) on en-es-tsv_dev.tsv dataset after epoch 9: 2022-11-23 06:35:43 - MSE (*100): 0.072506 2022-11-23 06:35:43 - Evaluating translation matching Accuracy on en-es-tsv_dev.tsv dataset after epoch 9:
Epoch: 90%|█████████ | 9/10 [9:33:59<45:55, 2755.45s/it]
2022-11-23 06:36:04 - Accuracy src2trg: 92.08 2022-11-23 06:36:04 - Accuracy trg2src: 91.42 2022-11-23 06:36:04 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.en-en.txt dataset after epoch 9:
Epoch: 90%|█████████ | 9/10 [9:33:59<45:55, 2755.45s/it]
2022-11-23 06:36:04 - Cosine-Similarity : Pearson: 0.7121 Spearman: 0.7522 2022-11-23 06:36:04 - Manhattan-Distance: Pearson: 0.7195 Spearman: 0.7326 2022-11-23 06:36:04 - Euclidean-Distance: Pearson: 0.7185 Spearman: 0.7307 2022-11-23 06:36:04 - Dot-Product-Similarity: Pearson: 0.6607 Spearman: 0.6720 2022-11-23 06:36:04 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-en.txt dataset after epoch 9: 2022-11-23 06:36:04 - Cosine-Similarity : Pearson: 0.6065 Spearman: 0.6333 2022-11-23 06:36:04 - Manhattan-Distance: Pearson: 0.6042 Spearman: 0.5940
Epoch: 90%|█████████ | 9/10 [9:33:59<45:55, 2755.45s/it]
2022-11-23 06:36:04 - Euclidean-Distance: Pearson: 0.6056 Spearman: 0.5958 2022-11-23 06:36:04 - Dot-Product-Similarity: Pearson: 0.5274 Spearman: 0.5416 2022-11-23 06:36:04 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset after epoch 9: 2022-11-23 06:36:04 - Cosine-Similarity : Pearson: 0.7341 Spearman: 0.7740 2022-11-23 06:36:04 - Manhattan-Distance: Pearson: 0.7608 Spearman: 0.7555 2022-11-23 06:36:04 - Euclidean-Distance: Pearson: 0.7597 Spearman: 0.7536 2022-11-23 06:36:04 - Dot-Product-Similarity: Pearson: 0.6196 Spearman: 0.6481
Epoch: 100%|██████████| 10/10 [9:33:59<00:00, 3444.00s/it]
print('Tiempo de entrenamiento: {} seg'.format(t2-t1))
Tiempo de entrenamiento: 34439.96579003334 seg
!mkdir Spanish_SBERT\modelos_entrenados\Spanish_SBERT_100_2
A subdirectory or file Spanish_SBERT\modelos_entrenados\Spanish_SBERT_100_2 already exists.
student_model.save('Spanish_SBERT/modelos_entrenados/Spanish_SBERT_100_2')
2022-11-23 06:36:05 - Save model to Spanish_SBERT/modelos_entrenados/Spanish_SBERT_100_2
%%capture
teacher_model_name = 'all-mpnet-base-v2'
student_model_name = 'bert-base-multilingual-cased'
from sentence_transformers import SentenceTransformer, util
model_teacher = SentenceTransformer(teacher_model_name)
model_student_noT = SentenceTransformer(student_model_name)
Some weights of the model checkpoint at C:\Users\josep/.cache\torch\sentence_transformers\bert-base-multilingual-cased were not used when initializing BertModel: ['cls.predictions.transform.dense.weight', 'cls.predictions.bias', 'cls.predictions.decoder.weight', 'cls.predictions.transform.dense.bias', 'cls.predictions.transform.LayerNorm.bias', 'cls.seq_relationship.weight', 'cls.predictions.transform.LayerNorm.weight', 'cls.seq_relationship.bias'] - This IS expected if you are initializing BertModel from the checkpoint of a model trained on another task or with another architecture (e.g. initializing a BertForSequenceClassification model from a BertForPreTraining model). - This IS NOT expected if you are initializing BertModel from the checkpoint of a model that you expect to be exactly identical (initializing a BertForSequenceClassification model from a BertForSequenceClassification model).
sent1_es = 'hola me gustaria abrir una cuenta en su banco'
sent1_en = 'hello i would like to open an account at your bank'
#sent2 = 'estimados quiero tener una cuenta corriente con ustedes'
code1 = model_teacher.encode(sent1_en)
code2_1 = model_student_noT.encode(sent1_en)
code2_2 = model_student_noT.encode(sent1_es)
code3_1 = student_model.encode(sent1_en)
code3_2 = student_model.encode(sent1_es)
Batches: 100%|███████████████████████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 21.91it/s] Batches: 100%|███████████████████████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 67.20it/s] Batches: 100%|███████████████████████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 69.52it/s] Batches: 100%|███████████████████████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 69.52it/s] Batches: 100%|███████████████████████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 69.52it/s]
util.cos_sim(code1, code3_2)*100
tensor([[40.8690]])
util.cos_sim(code1, code2_2)*100
tensor([[4.3812]])
util.cos_sim(code3_1, code3_2)
tensor([[0.9241]])
util.cos_sim(code2_1, code2_2)
tensor([[0.6296]])
from nltk.corpus import stopwords
spanish_stopwords = stopwords.words('spanish')
from sklearn.metrics.pairwise import cosine_similarity
from sklearn.feature_extraction.text import CountVectorizer
def get_keywords(text, ngram, top):
n_gram_range = (ngram, ngram)
count = CountVectorizer( ngram_range = n_gram_range, stop_words = spanish_stopwords ).fit( [text] )
candidates = count.get_feature_names()
doc_embed = student_model.encode([text])
can_embed = student_model.encode(candidates)
distances = cosine_similarity( doc_embed, can_embed )
keywords = [ candidates[index] for index in distances.argsort()[0][-top:] ]
return keywords
text = 'tengo un problema con el uso de mi tarjeta_credito para usarla en el extranjero pero digame cuando uso de ella ya que se supone lo tengo activado hable'
get_keywords(text = text, ngram = 1, top = 6)
C:\Users\josep\anaconda3\envs\nlp-39\lib\site-packages\sklearn\utils\deprecation.py:87: FutureWarning: Function get_feature_names is deprecated; get_feature_names is deprecated in 1.0 and will be removed in 1.2. Please use get_feature_names_out instead. warnings.warn(msg, category=FutureWarning) Batches: 100%|███████████████████████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 8.54it/s] Batches: 100%|███████████████████████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 28.80it/s]
['supone', 'activado', 'problema', 'uso', 'tarjeta_credito', 'usarla']
%%capture
embed1 = 'sentence-transformers/multi-qa-MiniLM-L6-cos-v1'
embed2 = 'sentence-transformers/all-MiniLM-L6-v2'
from sentence_transformers import SentenceTransformer, util
model_embed1 = SentenceTransformer(embed1)
model_embed2 = SentenceTransformer(embed2)
target_languages
{'es'}
all_languages
['en', 'es']
##### Read cross-lingual Semantic Textual Similarity (STS) data ####
all_languages = list(set(list(source_languages)+list(target_languages)))
sts_data = {}
#Open the ZIP File of STS2017-extended.zip and check for which language combinations we have STS data
with zipfile.ZipFile(sts_corpus) as zip:
filelist = zip.namelist()
sts_files = []
for i in range(len(all_languages)):
for j in range(i, len(all_languages)):
lang1 = all_languages[i]
lang2 = all_languages[j]
filepath = 'STS2017-extended/STS.en-en.txt'
if filepath not in filelist:
lang1, lang2 = lang2, lang1
filepath = 'STS2017-extended/STS.en-en.txt'.format(lang1, lang2)
if filepath in filelist:
filename = os.path.basename(filepath)
sts_data[filename] = {'sentences1': [], 'sentences2': [], 'scores': []}
fIn = zip.open(filepath)
for line in io.TextIOWrapper(fIn, 'utf8'):
sent1, sent2, score = line.strip().split("\t")
score = float(score)
sts_data[filename]['sentences1'].append(sent1)
sts_data[filename]['sentences2'].append(sent2)
sts_data[filename]['scores'].append(score)
#for filename, data in sts_data.items():
test_evaluator_en_en = evaluation.EmbeddingSimilarityEvaluator(data['sentences1'], data['sentences2'], data['scores'], batch_size=inference_batch_size, name=filename, show_progress_bar=False)
# evaluators.append(test_evaluator)
##### Read cross-lingual Semantic Textual Similarity (STS) data ####
#all_languages = list(set(list(source_languages)+list(target_languages)))
all_languages = ['en', 'es']
sts_data = {}
1
sts_corpus = "Spanish_SBERT/datasets/STS2017-extended.zip" # Extended STS2017 dataset for more languages
#Open the ZIP File of STS2017-extended.zip and check for which language combinations we have STS data
with zipfile.ZipFile(sts_corpus) as zip:
filelist = zip.namelist()
sts_files = []
for i in range(len(all_languages)):
for j in range(i, len(all_languages)):
lang1 = all_languages[i]
lang2 = all_languages[j]
filepath = 'STS2017-extended/STS.es-es.txt'
if filepath not in filelist:
lang1, lang2 = lang2, lang1
filepath = 'STS2017-extended/STS.es-es.txt'
if filepath in filelist:
filename = os.path.basename(filepath)
sts_data[filename] = {'sentences1': [], 'sentences2': [], 'scores': []}
fIn = zip.open(filepath)
for line in io.TextIOWrapper(fIn, 'utf8'):
sent1, sent2, score = line.strip().split("\t")
score = float(score)
sts_data[filename]['sentences1'].append(sent1)
sts_data[filename]['sentences2'].append(sent2)
sts_data[filename]['scores'].append(score)
for filename, data in sts_data.items():
test_evaluator_es_es = evaluation.EmbeddingSimilarityEvaluator(data['sentences1'], data['sentences2'], data['scores'], batch_size=64, name=filename, show_progress_bar=False)
# evaluators.append(test_evaluator)
model_embed2.evaluate(
evaluator: sentence_transformers.evaluation.SentenceEvaluator.SentenceEvaluator,
output_path: str = None,
)
sentence_transformers.evaluation.SentenceEvaluator
sentence_transformers.evaluation.SentenceEvaluator.SentenceEvaluator
test_evaluator(model_embed2)
2022-11-18 13:13:42 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset: 2022-11-18 13:13:44 - Cosine-Similarity : Pearson: 0.7704 Spearman: 0.7612 2022-11-18 13:13:44 - Manhattan-Distance: Pearson: 0.7787 Spearman: 0.7565 2022-11-18 13:13:44 - Euclidean-Distance: Pearson: 0.7822 Spearman: 0.7612 2022-11-18 13:13:44 - Dot-Product-Similarity: Pearson: 0.7704 Spearman: 0.7611
0.7611764487426621
modelos_entrenados = [model_teacher,
model_student_noT,
student_model,]
#model_embed1,
#model_embed2]
modelos_entrenados_label = ['model_teacher',
'model_student_noT',
'student_model',]
#'model_embed1',
#'model_embed2']
for i in range( len(modelos_entrenados) ):
print( modelos_entrenados_label[i] + ':' )
print( test_evaluator(modelos_entrenados[i]) )
print()
model_teacher: 2022-11-18 13:46:58 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset: 2022-11-18 13:46:59 - Cosine-Similarity : Pearson: 0.7859 Spearman: 0.7840 2022-11-18 13:46:59 - Manhattan-Distance: Pearson: 0.7960 Spearman: 0.7785 2022-11-18 13:46:59 - Euclidean-Distance: Pearson: 0.7999 Spearman: 0.7840 2022-11-18 13:46:59 - Dot-Product-Similarity: Pearson: 0.7859 Spearman: 0.7840 0.7840443150043068 model_student_noT: 2022-11-18 13:46:59 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset: 2022-11-18 13:46:59 - Cosine-Similarity : Pearson: 0.5456 Spearman: 0.5669 2022-11-18 13:46:59 - Manhattan-Distance: Pearson: 0.5727 Spearman: 0.5717 2022-11-18 13:46:59 - Euclidean-Distance: Pearson: 0.5743 Spearman: 0.5737 2022-11-18 13:46:59 - Dot-Product-Similarity: Pearson: 0.3576 Spearman: 0.3705 0.5737029785343253 student_model: 2022-11-18 13:46:59 - EmbeddingSimilarityEvaluator: Evaluating the model on STS.es-es.txt dataset: 2022-11-18 13:46:59 - Cosine-Similarity : Pearson: 0.6931 Spearman: 0.7352 2022-11-18 13:46:59 - Manhattan-Distance: Pearson: 0.7254 Spearman: 0.7170 2022-11-18 13:46:59 - Euclidean-Distance: Pearson: 0.7242 Spearman: 0.7155 2022-11-18 13:46:59 - Dot-Product-Similarity: Pearson: 0.5532 Spearman: 0.5806 0.7352274038094662
test_evaluator(modelos_entrenados[i])
zip
<zipfile.ZipFile [closed]>
#mkdir Spanish_SBERT\modelos_entrenados\Spanish_SBERT_100_2
A subdirectory or file Spanish_SBERT\modelos_entrenados\Spanish_SBERT_100_2 already exists.
from sentence_transformers import SentenceTransformer, util
model_load = SentenceTransformer('Spanish_SBERT/modelos_entrenados/Spanish_SBERT_100_2')
model_load
SentenceTransformer(
(0): Transformer({'max_seq_length': 128, 'do_lower_case': False}) with Transformer model: BertModel
(1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False})
)
student_model
SentenceTransformer(
(0): Transformer({'max_seq_length': 128, 'do_lower_case': False}) with Transformer model: BertModel
(1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False})
)
test_evaluator_es_es( model_load )
0.7352274038094662
student_model
SentenceTransformer(
(0): Transformer({'max_seq_length': 128, 'do_lower_case': False}) with Transformer model: BertModel
(1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False})
)
from multiprocessing import Process
count1 = 0
count2 = 0
def func1():
print('func1: starting')
for i in xrange(10000000): count1 += i
print('func1: finishing')
def func2():
print ('func2: starting')
for i in xrange(19999999): count2 += i
print ('func2: finishing')
if __name__ == '__main__':
p1 = Process(target=func1)
p1.start()
p2 = Process(target=func2)
p2.start()
p1.join()
p2.join()
count1
0
count1 = 0
count2 = 0
# Import module
import threading
import time
# A sample function to print squares
def print_squares(thread_name, numbers):
for number in numbers:
print(thread_name, number**2)
# Produce some delay to see the output
time.sleep(1)
# Creating 3 threads that execute the same
# function with different parameters
thread1 = threading.Thread(target=print_squares,
args=("thread1", [1, 2, 3, 4, 5]))
thread2 = threading.Thread(target=print_squares,
args=("thread2", [6, 7, 8, 9, 10]))
thread3 = threading.Thread(target=print_squares,
args=("thread3", [11, 12, 13, 14, 15]))
# Start the threads
thread1.start()
thread2.start()
thread3.start()
# Join the threads before
# moving further
thread1.join()
thread2.join()
thread3.join()
thread1 1 thread2 36 thread3 121 thread1thread2 49 4 thread3 144 thread2thread1 9 thread3 169 64 thread3thread1 16 thread2 81 196 thread1thread2 100 25 thread3 225
embed1 = 'Spanish_SBERT/modelos_entrenados/Spanish_SBERT_100_2'
from sentence_transformers import SentenceTransformer, util
model_embed1 = SentenceTransformer(embed1)
model_embed1
SentenceTransformer(
(0): Transformer({'max_seq_length': 128, 'do_lower_case': False}) with Transformer model: BertModel
(1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False})
)
import tarfile
import subprocess
subprocess.call( ["tar", "-czf", "New_Embed_model.tar.gz", "Spanish_SBERT"] )
0